# install.packages("rENA", repos = c("https://cran.qe-libs.org", "https://cran.rstudio.org"))18 Introduction
e— title: “Epistemic Network Analysis and Ordered Network Analysis in Learning Analytics” author: - name: “Yuanru Tan” affil-id: 1,* - name: “Zachari Swiecki” affil-id: 2 - name: “A. R. Ruis” affil-id: 1 - name: “David Williamson Shaffer” affil-id: 1 crossref: fig-title: ‘Figure’ fig-labels: arabic title-delim: “.” bibliography: references.bib format: html: df-print: “paged” # fig-align: “center” abstract-title: “Abstract” abstract: “This chapter provides a tutorial on conducting epistemic network analysis (ENA) and ordered network analysis (ONA) using R. We introduce these two techniques together because they share similar theoretical foundations, but each addresses a different challenge for analyzing large-scale qualitative data on learning processes. ENA and ONA are methods for quantifying, visualizing, and interpreting network data. Taking coded data as input, ENA and ONA represent associations between codes in undirected or directed weighted network models, respectively. Both techniques measure the strength of association among codes and illustrate the structure of connections in network graphs, and they quantify changes in the composition and strength of those connections over time. Importantly, ENA and ONA enable comparison of networks both visually and via summary statistics, so they can be used to explore a wide range of research questions in contexts where patterns of association in coded data are hypothesized to be meaningful and where comparing those patterns across individuals or groups is important.” keywords: “epistemic network analysis, ordered network Analysis, quantitative ethnography, learning analytics” self-contained: true
This chapter provides a tutorial on conducting epistemic network analysis (ENA) and ordered network analysis (ONA) using R. We introduce these two techniques together because they share similar theoretical foundations, but each addresses a different challenge for analyzing large-scale qualitative data on learning processes.
ENA and ONA are methods for quantifying, visualizing, and interpreting network data. Taking coded data as input, ENA and ONA represent associations between codes in undirected or directed weighted network models, respectively. Both techniques measure the strength of association among codes and illustrate the structure of connections in network graphs, and they quantify changes in the composition and strength of those connections over time. Importantly, ENA and ONA enable comparison of networks both visually and via summary statistics, so they can be used to explore a wide range of research questions in contexts where patterns of association in coded data are hypothesized to be meaningful and where comparing those patterns across individuals or groups is important.
In the following sections, we will (1) briefly review literature relevant to the application of ENA and ONA, (2) provide a step-by-step guide to implementing ENA and ONA in R, and (3) suggest additional resources and examples for further exploration. By the end of this chapter, readers will be able to apply these techniques in their own research.
18.1 Literature review
18.1.1 Epistemic network analysis (ENA)
ENA is a method for identifying and quantifying connections in coded data and representing them in undirected weighted network models (Shaffer et al., 2016). There are two key features that differentiate ENA from other networks analysis tools or multivariate analyses: (1) ENA produces summary statistics that can be used to compare the differences in the content of networks rather than just their structure; and (2) ENA network visualizations provide information that is mathematically consistent with those summary statistics, which facilitates meaningful interpretation of statistical differences (Bowman et al., 2021). These features enable researchers to analyze a wide range of phenomena in learning analytics, including complex thinking and knowledge construction (Csanadi et al, 2018; Oshima et al., 2018), collaborative problem solving (Bressler et al., 2019; Swiecki et al., 2020; ), socio-emotional aspects of learning (Prieto et al., 2021), mentoring (Zhang et al., 2022), and teacher professional development (Bauer et al., 2019; Fernandez-Nieto et al., 2021; Phillips et al., 2023)
One key feature that makes ENA an effective method in modeling collaborative interaction is that ENA can model individuals’ unique contributions to collaborative discourse while accounting for group context, and thus both individuals and groups can be analyzed in the same model. This feature is particularly valuable in collaborative learning environments, where the interactions and contributions of each individual are related and should not be treated as a series of isolated events. For example, Swiecki et al., (2020) analyzed the communications of air defense warfare teams in training exercises and found that ENA was not only able to reveal differences in individual performance identified in a qualitative analysis of the collaborative discourse, but also to test those differences statistically.
18.1.2 Ordered network analysis (ONA)
Ordered Network Analysis (ONA) extends the theoretical and analytical advantages of ENA to account for the order of events by producing directed weighted networks rather than undirected models (Tan et al., 2022). Like ENA, ONA takes coded data as input, identifies and measures connections among coded items, and visualizes the structure of connections in a metric space that enables both statistical and visual comparison of networks. However, ONA models the order in which codes appear in the data, enabling analysis of phenomena in which the order of events is hypothesized to be important.
For example, Tan et al. (2022) used ONA to model the performance of military teams learning to identify, assess, and respond to potential threats detected by radar. The findings demonstrate that ONA could detect qualitative differences between teams in different training conditions that were not detected with unordered models and show that they are statistically significant. In their work, Tan et al. (2022) argued that ONA possesses an advantage over methods such as Sequential Pattern Mining (SPM), which is widely used to identify frequent sequential patterns. In contrast to SPM, which prioritizes the specific micro-sequential order of events, ONA models processes by accounting for the co-temporal order of interactions between the units of analysis in response and what they are responding to. Consequently, ONA is a more appropriate methodological choice when modeling processes in ill-formed problem-solving scenarios, where collaborative interactions do not follow a prescribed sequence of steps but where the order of activities is still important.
ONA has also been used to analyze log data from online courses. For example, Fan et al. (2021) analyzed self-regulated learning tactics employed by learners in Massive Open Online Courses (MOOC) using ONA and process mining. The authors found that ONA provided more nuanced interpretations of learning tactics compared to process mining because ONA models learning tactics across four dimensions: frequency, continuity, order, and the role of specific learning actions within broader tactics.
Like ENA, ONA produces summary statistics for network comparison and mathematically consistent network visualizations that enable interpretation of statistical measures. Unlike ENA, ONA models the order in which codes appear in data, enabling researchers to investigate whether and to what extent the order of events is meaningful in a given context.
In the following sections, we provide a step-by-step guide to conducting ENA and ONA analyses in R.
18.2 Epistemic network analysis in R
In this section, we demonstrate how to conduct an ENA analysis using the rENA package. If you are not familiar with ENA as an analytic technique, we recommend that you first read Shaffer & Ruis (2017) and Bowman et al. (2022) to familiarize yourself with the theoretical and methodological foundations of ENA.
18.2.1 Install the rENA package and load the library
Before installing the rENA package, be sure that you are using R version 4.1 or newer. To check your R version, type R.version in your console. To update your R version (if needed), download and install R from the official R website: https://cran.r-project.org/
First, install the rENA package and then load the rENA library after installation is complete.
library(rENA)We also install the other package that is required for accessing the view() function section 3.7.3 in rENA.
# install.packages("tma", repos = c("https://cran.qe-libs.org", "https://cran.rstudio.org"))library(tma )18.2.2 Dataset
The dataset we will use as an example, RS.data, is included in the rENA package. Note that the RS.data file in the package is only a subset of the full dataset, and is thus intended for demonstration purposes only.
To start, pass RS.data from the rENA package to a data frame named data.
data = rENA::RS.dataYou can preview the input data frame to familiarize yourself with the data structure.
data UserName Condition CONFIDENCE.Pre CONFIDENCE.Post CONFIDENCE.Change
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531 tiffany x FirstGame 6 7 1
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558 amalia x FirstGame 5 7 1
559 tiffany x FirstGame 6 7 1
560 tiffany x FirstGame 6 7 1
561 amalia x FirstGame 5 7 1
562 amelia n FirstGame 5 7 1
563 tiffany x FirstGame 6 7 1
564 tiffany x FirstGame 6 7 1
565 luis t FirstGame 7 7 0
566 luis t FirstGame 7 7 0
567 luis t FirstGame 7 7 0
568 tiffany x FirstGame 6 7 1
569 luis t FirstGame 7 7 0
570 amalia x FirstGame 5 7 1
571 amalia x FirstGame 5 7 1
572 amalia x FirstGame 5 7 1
573 tiffany x FirstGame 6 7 1
574 luis t FirstGame 7 7 0
575 amalia x FirstGame 5 7 1
576 tiffany x FirstGame 6 7 1
577 amalia x FirstGame 5 7 1
578 amalia x FirstGame 5 7 1
579 amalia x FirstGame 5 7 1
580 tiffany x FirstGame 6 7 1
581 tiffany x FirstGame 6 7 1
582 amalia x FirstGame 5 7 1
583 amalia x FirstGame 5 7 1
584 amelia n FirstGame 5 7 1
585 amalia x FirstGame 5 7 1
586 amelia n FirstGame 5 7 1
587 tiffany x FirstGame 6 7 1
588 amelia n FirstGame 5 7 1
589 tiffany x FirstGame 6 7 1
590 amalia x FirstGame 5 7 1
591 tiffany x FirstGame 6 7 1
592 tiffany x FirstGame 6 7 1
593 tiffany x FirstGame 6 7 1
594 amelia n FirstGame 5 7 1
595 tiffany x FirstGame 6 7 1
596 amelia n FirstGame 5 7 1
597 tiffany x FirstGame 6 7 1
598 tiffany x FirstGame 6 7 1
599 tiffany x FirstGame 6 7 1
600 tiffany x FirstGame 6 7 1
601 tiffany x FirstGame 6 7 1
602 tiffany x FirstGame 6 7 1
603 tiffany x FirstGame 6 7 1
604 tiffany x FirstGame 6 7 1
605 amalia x FirstGame 5 7 1
606 amalia x FirstGame 5 7 1
607 amalia x FirstGame 5 7 1
608 tiffany x FirstGame 6 7 1
609 tiffany x FirstGame 6 7 1
610 tiffany x FirstGame 6 7 1
611 tiffany x FirstGame 6 7 1
612 luis t FirstGame 7 7 0
613 amalia x FirstGame 5 7 1
614 amelia n FirstGame 5 7 1
615 tiffany x FirstGame 6 7 1
616 amelia n FirstGame 5 7 1
617 luis t FirstGame 7 7 0
618 amalia x FirstGame 5 7 1
619 tiffany x FirstGame 6 7 1
620 amelia n FirstGame 5 7 1
621 tiffany x FirstGame 6 7 1
622 amalia x FirstGame 5 7 1
623 tiffany x FirstGame 6 7 1
624 amelia n FirstGame 5 7 1
625 amalia x FirstGame 5 7 1
626 tiffany x FirstGame 6 7 1
627 amalia x FirstGame 5 7 1
628 tiffany x FirstGame 6 7 1
629 amelia n FirstGame 5 7 1
630 amalia x FirstGame 5 7 1
631 tiffany x FirstGame 6 7 1
632 amalia x FirstGame 5 7 1
633 amalia x FirstGame 5 7 1
634 tiffany x FirstGame 6 7 1
635 amelia n FirstGame 5 7 1
636 amelia n FirstGame 5 7 1
637 tiffany x FirstGame 6 7 1
638 tiffany x FirstGame 6 7 1
639 amalia x FirstGame 5 7 1
640 amelia n FirstGame 5 7 1
641 tiffany x FirstGame 6 7 1
642 amelia n FirstGame 5 7 1
643 amalia x FirstGame 5 7 1
644 tiffany x FirstGame 6 7 1
645 tiffany x FirstGame 6 7 1
646 amalia x FirstGame 5 7 1
647 tiffany x FirstGame 6 7 1
648 tiffany x FirstGame 6 7 1
649 tiffany x FirstGame 6 7 1
650 amalia x FirstGame 5 7 1
651 amalia x FirstGame 5 7 1
652 luis t FirstGame 7 7 0
653 luis t FirstGame 7 7 0
654 luis t FirstGame 7 7 0
655 luis t FirstGame 7 7 0
656 amelia n FirstGame 5 7 1
657 robert z FirstGame 7 8 1
658 robert z FirstGame 7 8 1
659 robert z FirstGame 7 8 1
660 joseph k FirstGame 6 8 2
661 peter h FirstGame 4 4 1
662 peter h FirstGame 4 4 1
663 carl b FirstGame 7 8 1
664 carl b FirstGame 7 8 1
665 carl b FirstGame 7 8 1
666 peter h FirstGame 4 4 1
667 peter h FirstGame 4 4 1
668 joseph k FirstGame 6 8 2
669 joseph k FirstGame 6 8 2
670 peter h FirstGame 4 4 1
671 joseph k FirstGame 6 8 2
672 joseph k FirstGame 6 8 2
673 joseph k FirstGame 6 8 2
674 joseph k FirstGame 6 8 2
675 joseph k FirstGame 6 8 2
676 peter h FirstGame 4 4 1
677 joseph k FirstGame 6 8 2
678 robert z FirstGame 7 8 1
679 joseph k FirstGame 6 8 2
680 joseph k FirstGame 6 8 2
681 peter h FirstGame 4 4 1
682 carl b FirstGame 7 8 1
683 mitchell h FirstGame 4 4 1
684 joseph k FirstGame 6 8 2
685 joseph k FirstGame 6 8 2
686 robert z FirstGame 7 8 1
687 carl b FirstGame 7 8 1
688 mitchell h FirstGame 4 4 1
689 joseph k FirstGame 6 8 2
690 joseph k FirstGame 6 8 2
691 joseph k FirstGame 6 8 2
692 mitchell h FirstGame 4 4 1
693 carl b FirstGame 7 8 1
694 carl b FirstGame 7 8 1
695 robert z FirstGame 7 8 1
696 joseph k FirstGame 6 8 2
697 joseph k FirstGame 6 8 2
698 mitchell h FirstGame 4 4 1
699 robert z FirstGame 7 8 1
700 carl b FirstGame 7 8 1
701 carl b FirstGame 7 8 1
702 carl b FirstGame 7 8 1
703 robert z FirstGame 7 8 1
704 mitchell h FirstGame 4 4 1
705 robert z FirstGame 7 8 1
706 peter h FirstGame 4 4 1
707 carl b FirstGame 7 8 1
708 joseph k FirstGame 6 8 2
709 joseph k FirstGame 6 8 2
710 joseph k FirstGame 6 8 2
711 robert z FirstGame 7 8 1
712 joseph k FirstGame 6 8 2
713 peter h FirstGame 4 4 1
714 carl b FirstGame 7 8 1
715 joseph k FirstGame 6 8 2
716 joseph k FirstGame 6 8 2
717 mitchell h FirstGame 4 4 1
718 robert z FirstGame 7 8 1
719 joseph k FirstGame 6 8 2
720 joseph k FirstGame 6 8 2
721 carl b FirstGame 7 8 1
722 robert z FirstGame 7 8 1
723 carl b FirstGame 7 8 1
724 robert z FirstGame 7 8 1
725 peter h FirstGame 4 4 1
726 joseph k FirstGame 6 8 2
727 joseph k FirstGame 6 8 2
728 carl b FirstGame 7 8 1
729 robert z FirstGame 7 8 1
730 joseph k FirstGame 6 8 2
731 carl b FirstGame 7 8 1
732 mitchell h FirstGame 4 4 1
733 mitchell h FirstGame 4 4 1
734 robert z FirstGame 7 8 1
735 joseph k FirstGame 6 8 2
736 peter h FirstGame 4 4 1
737 carl b FirstGame 7 8 1
738 robert z FirstGame 7 8 1
739 joseph k FirstGame 6 8 2
740 carl b FirstGame 7 8 1
741 mitchell h FirstGame 4 4 1
742 joseph k FirstGame 6 8 2
743 carl b FirstGame 7 8 1
744 robert z FirstGame 7 8 1
745 mitchell h FirstGame 4 4 1
746 robert z FirstGame 7 8 1
747 carl b FirstGame 7 8 1
748 mitchell h FirstGame 4 4 1
749 robert z FirstGame 7 8 1
750 joseph k FirstGame 6 8 2
751 peter h FirstGame 4 4 1
752 carl b FirstGame 7 8 1
753 robert z FirstGame 7 8 1
754 robert z FirstGame 7 8 1
755 joseph k FirstGame 6 8 2
756 peter h FirstGame 4 4 1
757 robert z FirstGame 7 8 1
758 joseph k FirstGame 6 8 2
759 mitchell h FirstGame 4 4 1
760 robert z FirstGame 7 8 1
761 joseph k FirstGame 6 8 2
762 carl b FirstGame 7 8 1
763 robert z FirstGame 7 8 1
764 joseph k FirstGame 6 8 2
765 joseph k FirstGame 6 8 2
766 carl b FirstGame 7 8 1
767 joseph k FirstGame 6 8 2
768 carl b FirstGame 7 8 1
769 mitchell h FirstGame 4 4 1
770 robert z FirstGame 7 8 1
771 joseph k FirstGame 6 8 2
772 peter h FirstGame 4 4 1
773 carl b FirstGame 7 8 1
774 robert z FirstGame 7 8 1
775 carl b FirstGame 7 8 1
776 mitchell h FirstGame 4 4 1
777 peter h FirstGame 4 4 1
778 joseph k FirstGame 6 8 2
779 joseph k FirstGame 6 8 2
780 robert z FirstGame 7 8 1
781 joseph k FirstGame 6 8 2
782 joseph k FirstGame 6 8 2
783 carl b FirstGame 7 8 1
784 joseph k FirstGame 6 8 2
785 joseph k FirstGame 6 8 2
786 peter h FirstGame 4 4 1
787 robert z FirstGame 7 8 1
788 joseph k FirstGame 6 8 2
789 peter h FirstGame 4 4 1
790 carl b FirstGame 7 8 1
791 joseph k FirstGame 6 8 2
792 joseph k FirstGame 6 8 2
793 joseph k FirstGame 6 8 2
794 peter h FirstGame 4 4 1
795 carl b FirstGame 7 8 1
796 mitchell h FirstGame 4 4 1
797 robert z FirstGame 7 8 1
798 joseph k FirstGame 6 8 2
799 robert z FirstGame 7 8 1
800 carl b FirstGame 7 8 1
801 robert z FirstGame 7 8 1
802 joseph k FirstGame 6 8 2
803 joseph k FirstGame 6 8 2
804 joseph k FirstGame 6 8 2
805 joseph k FirstGame 6 8 2
806 joseph k FirstGame 6 8 2
807 joseph k FirstGame 6 8 2
808 joseph k FirstGame 6 8 2
809 joseph k FirstGame 6 8 2
810 mitchell h FirstGame 4 4 1
811 robert z FirstGame 7 8 1
812 mitchell h FirstGame 4 4 1
813 joseph k FirstGame 6 8 2
814 joseph k FirstGame 6 8 2
815 joseph k FirstGame 6 8 2
816 robert z FirstGame 7 8 1
817 carl b FirstGame 7 8 1
818 joseph k FirstGame 6 8 2
819 robert z FirstGame 7 8 1
820 joseph k FirstGame 6 8 2
821 joseph k FirstGame 6 8 2
822 joseph k FirstGame 6 8 2
823 joseph k FirstGame 6 8 2
824 mitchell h FirstGame 4 4 1
825 mitchell h FirstGame 4 4 1
826 mitchell h FirstGame 4 4 1
827 carl b FirstGame 7 8 1
828 peter h FirstGame 4 4 1
829 mitchell h FirstGame 4 4 1
830 robert z FirstGame 7 8 1
831 joseph k FirstGame 6 8 2
832 carl b FirstGame 7 8 1
833 joseph k FirstGame 6 8 2
834 mitchell h FirstGame 4 4 1
835 peter h FirstGame 4 4 1
836 robert z FirstGame 7 8 1
837 joseph k FirstGame 6 8 2
838 peter h FirstGame 4 4 1
839 carl b FirstGame 7 8 1
840 robert z FirstGame 7 8 1
841 joseph k FirstGame 6 8 2
842 carl b FirstGame 7 8 1
843 joseph k FirstGame 6 8 2
844 robert z FirstGame 7 8 1
845 carl b FirstGame 7 8 1
846 joseph k FirstGame 6 8 2
847 joseph k FirstGame 6 8 2
848 joseph k FirstGame 6 8 2
849 carl b FirstGame 7 8 1
850 robert z FirstGame 7 8 1
851 carl b FirstGame 7 8 1
852 peter h FirstGame 4 4 1
853 robert z FirstGame 7 8 1
854 carl b FirstGame 7 8 1
855 robert z FirstGame 7 8 1
856 carl b FirstGame 7 8 1
857 carl b FirstGame 7 8 1
858 peter h FirstGame 4 4 1
859 peter h FirstGame 4 4 1
860 robert z FirstGame 7 8 1
861 robert z FirstGame 7 8 1
862 carl b FirstGame 7 8 1
863 joseph k FirstGame 6 8 2
864 joseph k FirstGame 6 8 2
865 peter h FirstGame 4 4 1
866 joseph k FirstGame 6 8 2
867 peter h FirstGame 4 4 1
868 robert z FirstGame 7 8 1
869 carl b FirstGame 7 8 1
870 joseph k FirstGame 6 8 2
871 robert z FirstGame 7 8 1
872 carl b FirstGame 7 8 1
873 carl b FirstGame 7 8 1
874 robert z FirstGame 7 8 1
875 joseph k FirstGame 6 8 2
876 robert z FirstGame 7 8 1
877 carl b FirstGame 7 8 1
878 joseph k FirstGame 6 8 2
879 carl b FirstGame 7 8 1
880 joseph k FirstGame 6 8 2
881 joseph k FirstGame 6 8 2
882 joseph k FirstGame 6 8 2
883 peter h FirstGame 4 4 1
884 joseph k FirstGame 6 8 2
885 joseph k FirstGame 6 8 2
886 joseph k FirstGame 6 8 2
887 joseph k FirstGame 6 8 2
888 peter h FirstGame 4 4 1
889 robert z FirstGame 7 8 1
890 carl b FirstGame 7 8 1
891 joseph k FirstGame 6 8 2
892 joseph k FirstGame 6 8 2
893 carl b FirstGame 7 8 1
894 joseph k FirstGame 6 8 2
895 peter h FirstGame 4 4 1
896 robert z FirstGame 7 8 1
897 robert z FirstGame 7 8 1
898 carl b FirstGame 7 8 1
899 joseph k FirstGame 6 8 2
900 joseph k FirstGame 6 8 2
901 mitchell h FirstGame 4 4 1
902 carl b FirstGame 7 8 1
903 joseph k FirstGame 6 8 2
904 carl b FirstGame 7 8 1
905 joseph k FirstGame 6 8 2
906 carl b FirstGame 7 8 1
907 joseph k FirstGame 6 8 2
908 carl b FirstGame 7 8 1
909 joseph k FirstGame 6 8 2
910 joseph k FirstGame 6 8 2
911 joseph k FirstGame 6 8 2
912 carl b FirstGame 7 8 1
913 joseph k FirstGame 6 8 2
914 joseph k FirstGame 6 8 2
915 carl b FirstGame 7 8 1
916 joseph k FirstGame 6 8 2
917 joseph k FirstGame 6 8 2
918 peter h FirstGame 4 4 1
919 mitchell h FirstGame 4 4 1
920 carl b FirstGame 7 8 1
921 peter h FirstGame 4 4 1
922 mitchell h FirstGame 4 4 1
923 robert z FirstGame 7 8 1
924 mitchell h FirstGame 4 4 1
925 mitchell h FirstGame 4 4 1
926 joseph k FirstGame 6 8 2
927 peter h FirstGame 4 4 1
928 joseph k FirstGame 6 8 2
929 carl b FirstGame 7 8 1
930 joseph k FirstGame 6 8 2
931 joseph k FirstGame 6 8 2
932 mitchell h FirstGame 4 4 1
933 robert z FirstGame 7 8 1
934 mitchell h FirstGame 4 4 1
935 joseph k FirstGame 6 8 2
936 joseph k FirstGame 6 8 2
937 joseph k FirstGame 6 8 2
938 joseph k FirstGame 6 8 2
939 robert z FirstGame 7 8 1
940 robert z FirstGame 7 8 1
941 mitchell h FirstGame 4 4 1
942 joseph k FirstGame 6 8 2
943 robert z FirstGame 7 8 1
944 mitchell h FirstGame 4 4 1
945 carl b FirstGame 7 8 1
946 joseph k FirstGame 6 8 2
947 mitchell h FirstGame 4 4 1
948 peter h FirstGame 4 4 1
949 peter h FirstGame 4 4 1
950 joseph k FirstGame 6 8 2
951 mitchell h FirstGame 4 4 1
952 joseph k FirstGame 6 8 2
953 peter h FirstGame 4 4 1
954 carl b FirstGame 7 8 1
955 carl b FirstGame 7 8 1
956 mitchell h FirstGame 4 4 1
957 robert z FirstGame 7 8 1
958 joseph k FirstGame 6 8 2
959 joseph k FirstGame 6 8 2
960 carl b FirstGame 7 8 1
961 peter h FirstGame 4 4 1
962 joseph k FirstGame 6 8 2
963 mitchell h FirstGame 4 4 1
964 peter h FirstGame 4 4 1
965 robert z FirstGame 7 8 1
966 carl b FirstGame 7 8 1
967 joseph k FirstGame 6 8 2
968 mitchell h FirstGame 4 4 1
969 carl b FirstGame 7 8 1
970 joseph k FirstGame 6 8 2
971 joseph k FirstGame 6 8 2
972 peter h FirstGame 4 4 1
973 robert z FirstGame 7 8 1
974 carl b FirstGame 7 8 1
975 peter h FirstGame 4 4 1
976 joseph k FirstGame 6 8 2
977 carl b FirstGame 7 8 1
978 peter h FirstGame 4 4 1
979 robert z FirstGame 7 8 1
980 joseph k FirstGame 6 8 2
981 mitchell h FirstGame 4 4 1
982 robert z FirstGame 7 8 1
983 joseph k FirstGame 6 8 2
984 carl b FirstGame 7 8 1
985 joseph k FirstGame 6 8 2
986 joseph k FirstGame 6 8 2
987 joseph k FirstGame 6 8 2
988 peter h FirstGame 4 4 1
989 joseph k FirstGame 6 8 2
990 joseph k FirstGame 6 8 2
991 peter s FirstGame 4 4 1
992 joseph h FirstGame 6 8 2
993 cameron k FirstGame 6 7 1
994 cameron k FirstGame 6 7 1
995 cameron k FirstGame 6 7 1
996 cameron k FirstGame 6 7 1
997 fletcher l FirstGame 6 7 1
998 fletcher l FirstGame 6 7 1
999 amirah u FirstGame 4 6 2
1000 amirah u FirstGame 4 6 2
1001 joseph h FirstGame 6 8 2
1002 kevin g FirstGame 5 6 1
1003 joseph h FirstGame 6 8 2
1004 peter s FirstGame 4 4 1
1005 cameron k FirstGame 6 7 1
1006 cameron k FirstGame 6 7 1
1007 peter s FirstGame 4 4 1
1008 peter s FirstGame 4 4 1
1009 joseph h FirstGame 6 8 2
1010 cameron k FirstGame 6 7 1
1011 cameron k FirstGame 6 7 1
1012 kevin g FirstGame 5 6 1
1013 peter s FirstGame 4 4 1
1014 joseph h FirstGame 6 8 2
1015 joseph h FirstGame 6 8 2
1016 amirah u FirstGame 4 6 2
1017 amirah u FirstGame 4 6 2
1018 fletcher l FirstGame 6 7 1
1019 fletcher l FirstGame 6 7 1
1020 joseph h FirstGame 6 8 2
1021 amirah u FirstGame 4 6 2
1022 cameron k FirstGame 6 7 1
1023 cameron k FirstGame 6 7 1
1024 joseph h FirstGame 6 8 2
1025 fletcher l FirstGame 6 7 1
1026 joseph h FirstGame 6 8 2
1027 kevin g FirstGame 5 6 1
1028 joseph h FirstGame 6 8 2
1029 joseph h FirstGame 6 8 2
1030 cameron k FirstGame 6 7 1
1031 cameron k FirstGame 6 7 1
1032 kevin g FirstGame 5 6 1
1033 fletcher l FirstGame 6 7 1
1034 joseph h FirstGame 6 8 2
1035 joseph h FirstGame 6 8 2
1036 amirah u FirstGame 4 6 2
1037 cameron k FirstGame 6 7 1
1038 cameron k FirstGame 6 7 1
1039 fletcher l FirstGame 6 7 1
1040 joseph h FirstGame 6 8 2
1041 cameron k FirstGame 6 7 1
1042 cameron k FirstGame 6 7 1
1043 fletcher l FirstGame 6 7 1
1044 fletcher l FirstGame 6 7 1
1045 joseph h FirstGame 6 8 2
1046 amirah u FirstGame 4 6 2
1047 joseph h FirstGame 6 8 2
1048 kevin g FirstGame 5 6 1
1049 amirah u FirstGame 4 6 2
1050 cameron k FirstGame 6 7 1
1051 cameron k FirstGame 6 7 1
1052 fletcher l FirstGame 6 7 1
1053 fletcher l FirstGame 6 7 1
1054 joseph h FirstGame 6 8 2
1055 amirah u FirstGame 4 6 2
1056 cameron k FirstGame 6 7 1
1057 cameron k FirstGame 6 7 1
1058 fletcher l FirstGame 6 7 1
1059 joseph h FirstGame 6 8 2
1060 amirah u FirstGame 4 6 2
1061 cameron k FirstGame 6 7 1
1062 cameron k FirstGame 6 7 1
1063 fletcher l FirstGame 6 7 1
1064 joseph h FirstGame 6 8 2
1065 fletcher l FirstGame 6 7 1
1066 joseph h FirstGame 6 8 2
1067 joseph h FirstGame 6 8 2
1068 kevin g FirstGame 5 6 1
1069 fletcher l FirstGame 6 7 1
1070 joseph h FirstGame 6 8 2
1071 joseph h FirstGame 6 8 2
1072 amirah u FirstGame 4 6 2
1073 cameron k FirstGame 6 7 1
1074 cameron k FirstGame 6 7 1
1075 fletcher l FirstGame 6 7 1
1076 joseph h FirstGame 6 8 2
1077 kevin g FirstGame 5 6 1
1078 joseph h FirstGame 6 8 2
1079 fletcher l FirstGame 6 7 1
1080 fletcher l FirstGame 6 7 1
1081 fletcher l FirstGame 6 7 1
1082 fletcher l FirstGame 6 7 1
1083 peter s FirstGame 4 4 1
1084 fletcher l FirstGame 6 7 1
1085 cameron k FirstGame 6 7 1
1086 cameron k FirstGame 6 7 1
1087 peter s FirstGame 4 4 1
1088 fletcher l FirstGame 6 7 1
1089 fletcher l FirstGame 6 7 1
1090 joseph h FirstGame 6 8 2
1091 peter s FirstGame 4 4 1
1092 joseph h FirstGame 6 8 2
1093 joseph h FirstGame 6 8 2
1094 cameron k FirstGame 6 7 1
1095 cameron k FirstGame 6 7 1
1096 joseph h FirstGame 6 8 2
1097 cameron k FirstGame 6 7 1
1098 cameron k FirstGame 6 7 1
1099 joseph h FirstGame 6 8 2
1100 fletcher l FirstGame 6 7 1
1101 joseph h FirstGame 6 8 2
1102 fletcher l FirstGame 6 7 1
1103 peter s FirstGame 4 4 1
1104 cameron k FirstGame 6 7 1
1105 cameron k FirstGame 6 7 1
1106 fletcher l FirstGame 6 7 1
1107 joseph h FirstGame 6 8 2
1108 fletcher l FirstGame 6 7 1
1109 fletcher l FirstGame 6 7 1
1110 kevin g FirstGame 5 6 1
1111 joseph h FirstGame 6 8 2
1112 cameron k FirstGame 6 7 1
1113 cameron k FirstGame 6 7 1
1114 joseph h FirstGame 6 8 2
1115 kevin g FirstGame 5 6 1
1116 amirah u FirstGame 4 6 2
1117 amirah u FirstGame 4 6 2
1118 kevin g FirstGame 5 6 1
1119 joseph h FirstGame 6 8 2
1120 joseph h FirstGame 6 8 2
1121 amirah u FirstGame 4 6 2
1122 joseph h FirstGame 6 8 2
1123 fletcher l FirstGame 6 7 1
1124 peter s FirstGame 4 4 1
1125 cameron k FirstGame 6 7 1
1126 cameron k FirstGame 6 7 1
1127 peter s FirstGame 4 4 1
1128 amirah u FirstGame 4 6 2
1129 peter s FirstGame 4 4 1
1130 joseph h FirstGame 6 8 2
1131 joseph h FirstGame 6 8 2
1132 joseph h FirstGame 6 8 2
1133 joseph h FirstGame 6 8 2
1134 cameron k FirstGame 6 7 1
1135 cameron k FirstGame 6 7 1
1136 kevin g FirstGame 5 6 1
1137 cameron k FirstGame 6 7 1
1138 cameron k FirstGame 6 7 1
1139 fletcher l FirstGame 6 7 1
1140 joseph h FirstGame 6 8 2
1141 joseph h FirstGame 6 8 2
1142 peter s FirstGame 4 4 1
1143 cameron k FirstGame 6 7 1
1144 cameron k FirstGame 6 7 1
1145 fletcher l FirstGame 6 7 1
1146 joseph h FirstGame 6 8 2
1147 joseph h FirstGame 6 8 2
1148 peter s FirstGame 4 4 1
1149 kevin g FirstGame 5 6 1
1150 cameron k FirstGame 6 7 1
1151 cameron k FirstGame 6 7 1
1152 fletcher l FirstGame 6 7 1
1153 fletcher l FirstGame 6 7 1
1154 joseph h FirstGame 6 8 2
1155 joseph h FirstGame 6 8 2
1156 cameron k FirstGame 6 7 1
1157 cameron k FirstGame 6 7 1
1158 joseph h FirstGame 6 8 2
1159 joseph h FirstGame 6 8 2
1160 cameron k FirstGame 6 7 1
1161 cameron k FirstGame 6 7 1
1162 fletcher l FirstGame 6 7 1
1163 joseph h FirstGame 6 8 2
1164 joseph h FirstGame 6 8 2
1165 peter s FirstGame 4 4 1
1166 cameron k FirstGame 6 7 1
1167 cameron k FirstGame 6 7 1
1168 cameron k FirstGame 6 7 1
1169 cameron k FirstGame 6 7 1
1170 cameron k FirstGame 6 7 1
1171 cameron k FirstGame 6 7 1
1172 joseph h FirstGame 6 8 2
1173 joseph h FirstGame 6 8 2
1174 cameron k FirstGame 6 7 1
1175 cameron k FirstGame 6 7 1
1176 fletcher l FirstGame 6 7 1
1177 joseph h FirstGame 6 8 2
1178 peter s FirstGame 4 4 1
1179 joseph h FirstGame 6 8 2
1180 cameron k FirstGame 6 7 1
1181 cameron k FirstGame 6 7 1
1182 fletcher l FirstGame 6 7 1
1183 joseph h FirstGame 6 8 2
1184 cameron k FirstGame 6 7 1
1185 cameron k FirstGame 6 7 1
1186 fletcher l FirstGame 6 7 1
1187 joseph h FirstGame 6 8 2
1188 amirah u FirstGame 4 6 2
1189 fletcher l FirstGame 6 7 1
1190 joseph h FirstGame 6 8 2
1191 joseph h FirstGame 6 8 2
1192 amirah u FirstGame 4 6 2
1193 amirah u FirstGame 4 6 2
1194 cameron k FirstGame 6 7 1
1195 cameron k FirstGame 6 7 1
1196 fletcher l FirstGame 6 7 1
1197 joseph h FirstGame 6 8 2
1198 joseph h FirstGame 6 8 2
1199 joseph h FirstGame 6 8 2
1200 joseph h FirstGame 6 8 2
1201 fletcher l FirstGame 6 7 1
1202 kevin g FirstGame 5 6 1
1203 cameron k FirstGame 6 7 1
1204 cameron k FirstGame 6 7 1
1205 joseph h FirstGame 6 8 2
1206 joseph h FirstGame 6 8 2
1207 amirah u FirstGame 4 6 2
1208 fletcher l FirstGame 6 7 1
1209 kevin g FirstGame 5 6 1
1210 cameron k FirstGame 6 7 1
1211 cameron k FirstGame 6 7 1
1212 joseph h FirstGame 6 8 2
1213 cameron k FirstGame 6 7 1
1214 cameron k FirstGame 6 7 1
1215 cameron k FirstGame 6 7 1
1216 cameron k FirstGame 6 7 1
1217 cameron k FirstGame 6 7 1
1218 cameron k FirstGame 6 7 1
1219 fletcher l FirstGame 6 7 1
1220 joseph h FirstGame 6 8 2
1221 fletcher l FirstGame 6 7 1
1222 joseph h FirstGame 6 8 2
1223 joseph h FirstGame 6 8 2
1224 fletcher l FirstGame 6 7 1
1225 joseph h FirstGame 6 8 2
1226 peter s FirstGame 4 4 1
1227 cameron k FirstGame 6 7 1
1228 cameron k FirstGame 6 7 1
1229 fletcher l FirstGame 6 7 1
1230 kevin g FirstGame 5 6 1
1231 amirah u FirstGame 4 6 2
1232 joseph h FirstGame 6 8 2
1233 peter s FirstGame 4 4 1
1234 peter s FirstGame 4 4 1
1235 peter s FirstGame 4 4 1
1236 fletcher l FirstGame 6 7 1
1237 fletcher l FirstGame 6 7 1
1238 fletcher l FirstGame 6 7 1
1239 joseph h FirstGame 6 8 2
1240 peter s FirstGame 4 4 1
1241 peter s FirstGame 4 4 1
1242 amirah u FirstGame 4 6 2
1243 kevin g FirstGame 5 6 1
1244 joseph h FirstGame 6 8 2
1245 cameron k FirstGame 6 7 1
1246 cameron k FirstGame 6 7 1
1247 joseph h FirstGame 6 8 2
1248 fletcher l FirstGame 6 7 1
1249 joseph h FirstGame 6 8 2
1250 cameron k FirstGame 6 7 1
1251 cameron k FirstGame 6 7 1
1252 joseph h FirstGame 6 8 2
1253 fletcher l FirstGame 6 7 1
1254 joseph h FirstGame 6 8 2
1255 kevin g FirstGame 5 6 1
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1257 amirah u FirstGame 4 6 2
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1260 joseph h FirstGame 6 8 2
1261 joseph h FirstGame 6 8 2
1262 cameron k FirstGame 6 7 1
1263 cameron k FirstGame 6 7 1
1264 joseph h FirstGame 6 8 2
1265 joseph h FirstGame 6 8 2
1266 kevin g FirstGame 5 6 1
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1268 fletcher l FirstGame 6 7 1
1269 joseph h FirstGame 6 8 2
1270 joseph h FirstGame 6 8 2
1271 kevin g FirstGame 5 6 1
1272 fletcher l FirstGame 6 7 1
1273 joseph h FirstGame 6 8 2
1274 fletcher l FirstGame 6 7 1
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1276 cameron k FirstGame 6 7 1
1277 cameron k FirstGame 6 7 1
1278 cameron k FirstGame 6 7 1
1279 cameron k FirstGame 6 7 1
1280 peter s FirstGame 4 4 1
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1284 cameron k FirstGame 6 7 1
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1287 fletcher l FirstGame 6 7 1
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1289 joseph h FirstGame 6 8 2
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1292 joseph h FirstGame 6 8 2
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1294 fletcher l FirstGame 6 7 1
1295 fletcher l FirstGame 6 7 1
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1297 cameron k FirstGame 6 7 1
1298 cameron k FirstGame 6 7 1
1299 joseph h FirstGame 6 8 2
1300 joseph h FirstGame 6 8 2
1301 joseph h FirstGame 6 8 2
1302 peter s FirstGame 4 4 1
1303 peter s FirstGame 4 4 1
1304 robert z FirstGame 7 8 1
1305 akash v FirstGame 6 8 2
1306 amirah u FirstGame 4 6 2
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1308 jimmy i FirstGame 5 8 2
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1310 robert z FirstGame 7 8 1
1311 akash v FirstGame 6 8 2
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1316 robert z FirstGame 7 8 1
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1318 robert z FirstGame 7 8 1
1319 akash v FirstGame 6 8 2
1320 akash v FirstGame 6 8 2
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1323 amirah u FirstGame 4 6 2
1324 akash v FirstGame 6 8 2
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1326 robert z FirstGame 7 8 1
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1329 robert z FirstGame 7 8 1
1330 robert z FirstGame 7 8 1
1331 akash v FirstGame 6 8 2
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1333 peter s FirstGame 4 4 1
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1335 akash v FirstGame 6 8 2
1336 amirah u FirstGame 4 6 2
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1339 peter s FirstGame 4 4 1
1340 robert z FirstGame 7 8 1
1341 robert z FirstGame 7 8 1
1342 jimmy i FirstGame 5 8 2
1343 robert z FirstGame 7 8 1
1344 akash v FirstGame 6 8 2
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1346 peter s FirstGame 4 4 1
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1349 robert z FirstGame 7 8 1
1350 akash v FirstGame 6 8 2
1351 amirah u FirstGame 4 6 2
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1353 peter s FirstGame 4 4 1
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1355 akash v FirstGame 6 8 2
1356 akash v FirstGame 6 8 2
1357 robert z FirstGame 7 8 1
1358 robert z FirstGame 7 8 1
1359 akash v FirstGame 6 8 2
1360 robert z FirstGame 7 8 1
1361 amirah u FirstGame 4 6 2
1362 akash v FirstGame 6 8 2
1363 peter s FirstGame 4 4 1
1364 jimmy i FirstGame 5 8 2
1365 jimmy i FirstGame 5 8 2
1366 akash v FirstGame 6 8 2
1367 robert z FirstGame 7 8 1
1368 amirah u FirstGame 4 6 2
1369 robert z FirstGame 7 8 1
1370 akash v FirstGame 6 8 2
1371 robert z FirstGame 7 8 1
1372 robert z FirstGame 7 8 1
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1400 robert z FirstGame 7 8 1
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1403 devin c FirstGame 7 7 0
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1405 devin c FirstGame 7 7 0
1406 devin c FirstGame 7 7 0
1407 robert z FirstGame 7 8 1
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1410 devin c FirstGame 7 7 0
1411 jimmy i FirstGame 5 8 2
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1414 devin c FirstGame 7 7 0
1415 devin c FirstGame 7 7 0
1416 robert z FirstGame 7 8 1
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1420 akash v FirstGame 6 8 2
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1424 devin c FirstGame 7 7 0
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1426 devin c FirstGame 7 7 0
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1434 akash v FirstGame 6 8 2
1435 akash v FirstGame 6 8 2
1436 devin c FirstGame 7 7 0
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1441 akash v FirstGame 6 8 2
1442 amirah u FirstGame 4 6 2
1443 devin c FirstGame 7 7 0
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1450 akash v FirstGame 6 8 2
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1471 robert z FirstGame 7 8 1
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1480 akash v FirstGame 6 8 2
1481 akash v FirstGame 6 8 2
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1490 akash v FirstGame 6 8 2
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1517 joseph h FirstGame 6 8 2
1518 joseph h FirstGame 6 8 2
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1546 steven z FirstGame 7 8 1
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1549 joseph h FirstGame 6 8 2
1550 joseph h FirstGame 6 8 2
1551 steven z FirstGame 7 8 1
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1553 amelia n FirstGame 5 7 1
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1580 joseph h FirstGame 6 8 2
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1600 amelia n FirstGame 5 7 1
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1602 joseph h FirstGame 6 8 2
1603 joseph h FirstGame 6 8 2
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1613 amelia n FirstGame 5 7 1
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1619 arden f FirstGame 5 7 1
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1621 joseph h FirstGame 6 8 2
1622 steven z FirstGame 7 8 1
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1636 joseph h FirstGame 6 8 2
1637 joseph h FirstGame 6 8 2
1638 amelia n FirstGame 5 7 1
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1646 joseph h FirstGame 6 8 2
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1651 joseph h FirstGame 6 8 2
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1661 joseph h FirstGame 6 8 2
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1667 steven z FirstGame 7 8 1
1668 steven z FirstGame 7 8 1
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1675 steven z FirstGame 7 8 1
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1682 joseph h FirstGame 6 8 2
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1696 arden f FirstGame 5 7 1
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1703 fletcher l FirstGame 6 7 1
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1718 brandon l FirstGame 5 6 1
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1723 amalia x FirstGame 5 7 1
1724 carl b FirstGame 7 8 1
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1731 brandon l FirstGame 5 6 1
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1738 brandon l FirstGame 5 6 1
1739 brandon l FirstGame 5 6 1
1740 brandon l FirstGame 5 6 1
1741 brandon l FirstGame 5 6 1
1742 brandon l FirstGame 5 6 1
1743 margaret n FirstGame 4 7 3
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1747 brandon l FirstGame 5 6 1
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1749 carl b FirstGame 7 8 1
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1752 brandon l FirstGame 5 6 1
1753 brandon l FirstGame 5 6 1
1754 brandon l FirstGame 5 6 1
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1760 brandon l FirstGame 5 6 1
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1772 brandon l FirstGame 5 6 1
1773 margaret n FirstGame 4 7 3
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1777 amalia x FirstGame 5 7 1
1778 brandon l FirstGame 5 6 1
1779 brandon l FirstGame 5 6 1
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1783 brandon l FirstGame 5 6 1
1784 brandon l FirstGame 5 6 1
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1786 brandon l FirstGame 5 6 1
1787 brandon l FirstGame 5 6 1
1788 brandon l FirstGame 5 6 1
1789 brandon l FirstGame 5 6 1
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1792 brandon l FirstGame 5 6 1
1793 brandon l FirstGame 5 6 1
1794 brandon l FirstGame 5 6 1
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1797 brandon l FirstGame 5 6 1
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1800 margaret n FirstGame 4 7 3
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1802 brandon l FirstGame 5 6 1
1803 brandon l FirstGame 5 6 1
1804 brandon l FirstGame 5 6 1
1805 brandon l FirstGame 5 6 1
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1807 carl b FirstGame 7 8 1
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1811 brandon l FirstGame 5 6 1
1812 brandon l FirstGame 5 6 1
1813 carl b FirstGame 7 8 1
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1815 carl b FirstGame 7 8 1
1816 carl b FirstGame 7 8 1
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1818 brandon l FirstGame 5 6 1
1819 brandon l FirstGame 5 6 1
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1821 carl b FirstGame 7 8 1
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1823 margaret n FirstGame 4 7 3
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1825 brandon l FirstGame 5 6 1
1826 brandon l FirstGame 5 6 1
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1828 brandon l FirstGame 5 6 1
1829 brandon l FirstGame 5 6 1
1830 brandon l FirstGame 5 6 1
1831 brandon l FirstGame 5 6 1
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1833 brandon l FirstGame 5 6 1
1834 brandon l FirstGame 5 6 1
1835 carl b FirstGame 7 8 1
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1838 brandon l FirstGame 5 6 1
1839 brandon l FirstGame 5 6 1
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1841 fletcher l FirstGame 6 7 1
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1843 amalia x FirstGame 5 7 1
1844 carl b FirstGame 7 8 1
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1847 fletcher l FirstGame 6 7 1
1848 fletcher l FirstGame 6 7 1
1849 fletcher l FirstGame 6 7 1
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1852 brandon l FirstGame 5 6 1
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1856 brandon l FirstGame 5 6 1
1857 brandon l FirstGame 5 6 1
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1862 brandon l FirstGame 5 6 1
1863 brandon l FirstGame 5 6 1
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1866 brandon l FirstGame 5 6 1
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1872 brandon l FirstGame 5 6 1
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1876 brandon l FirstGame 5 6 1
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1879 brandon l FirstGame 5 6 1
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1882 brandon l FirstGame 5 6 1
1883 brandon l FirstGame 5 6 1
1884 brandon l FirstGame 5 6 1
1885 brandon l FirstGame 5 6 1
1886 brandon l FirstGame 5 6 1
1887 carl b FirstGame 7 8 1
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1893 brandon l FirstGame 5 6 1
1894 brandon l FirstGame 5 6 1
1895 carl b FirstGame 7 8 1
1896 carl b FirstGame 7 8 1
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1898 margaret n FirstGame 4 7 3
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1900 carl b FirstGame 7 8 1
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1903 brandon l FirstGame 5 6 1
1904 amalia x FirstGame 5 7 1
1905 fletcher l FirstGame 6 7 1
1906 brandon l FirstGame 5 6 1
1907 brandon l FirstGame 5 6 1
1908 brandon l FirstGame 5 6 1
1909 brandon l FirstGame 5 6 1
1910 carl b FirstGame 7 8 1
1911 fletcher l FirstGame 6 7 1
1912 amalia x FirstGame 5 7 1
1913 fletcher l FirstGame 6 7 1
1914 brandon l FirstGame 5 6 1
1915 brandon l FirstGame 5 6 1
1916 brandon l FirstGame 5 6 1
1917 brandon l FirstGame 5 6 1
1918 brandon l FirstGame 5 6 1
1919 brandon l FirstGame 5 6 1
1920 brandon l FirstGame 5 6 1
1921 brandon l FirstGame 5 6 1
1922 brandon l FirstGame 5 6 1
1923 brandon l FirstGame 5 6 1
1924 brandon l FirstGame 5 6 1
1925 brandon l FirstGame 5 6 1
1926 margaret n FirstGame 4 7 3
1927 brandon l FirstGame 5 6 1
1928 brandon l FirstGame 5 6 1
1929 fletcher l FirstGame 6 7 1
1930 brandon l FirstGame 5 6 1
1931 brandon l FirstGame 5 6 1
1932 fletcher l FirstGame 6 7 1
1933 amalia x FirstGame 5 7 1
1934 margaret n FirstGame 4 7 3
1935 amalia x FirstGame 5 7 1
1936 fletcher l FirstGame 6 7 1
1937 margaret n FirstGame 4 7 3
1938 fletcher l FirstGame 6 7 1
1939 margaret n FirstGame 4 7 3
1940 margaret n FirstGame 4 7 3
1941 amalia x FirstGame 5 7 1
1942 fletcher l FirstGame 6 7 1
1943 margaret n FirstGame 4 7 3
1944 margaret n FirstGame 4 7 3
1945 fletcher l FirstGame 6 7 1
1946 margaret n FirstGame 4 7 3
1947 fletcher l FirstGame 6 7 1
1948 margaret n FirstGame 4 7 3
1949 fletcher l FirstGame 6 7 1
1950 margaret n FirstGame 4 7 3
1951 amalia x FirstGame 5 7 1
1952 amalia x FirstGame 5 7 1
1953 fletcher l FirstGame 6 7 1
1954 margaret n FirstGame 4 7 3
1955 margaret n FirstGame 4 7 3
1956 fletcher l FirstGame 6 7 1
1957 margaret n FirstGame 4 7 3
1958 amalia x FirstGame 5 7 1
1959 fletcher l FirstGame 6 7 1
1960 margaret n FirstGame 4 7 3
1961 margaret n FirstGame 4 7 3
1962 margaret n FirstGame 4 7 3
1963 margaret n FirstGame 4 7 3
1964 fletcher l FirstGame 6 7 1
1965 margaret n FirstGame 4 7 3
1966 amalia x FirstGame 5 7 1
1967 margaret n FirstGame 4 7 3
1968 margaret n FirstGame 4 7 3
1969 fletcher l FirstGame 6 7 1
1970 amalia x FirstGame 5 7 1
1971 fletcher l FirstGame 6 7 1
1972 margaret n FirstGame 4 7 3
1973 margaret n FirstGame 4 7 3
1974 brandon l FirstGame 5 6 1
1975 brandon l FirstGame 5 6 1
1976 carl b FirstGame 7 8 1
1977 brandon l FirstGame 5 6 1
1978 brandon l FirstGame 5 6 1
1979 jordan l FirstGame 6 8 2
1980 tiffany x FirstGame 6 7 1
1981 cameron k FirstGame 6 7 1
1982 cameron k FirstGame 6 7 1
1983 tiffany x FirstGame 6 7 1
1984 alexander b FirstGame 5 7 1
1985 cameron k FirstGame 6 7 1
1986 cameron k FirstGame 6 7 1
1987 mitchell h FirstGame 4 4 1
1988 mitchell h FirstGame 4 4 1
1989 mitchell h FirstGame 4 4 1
1990 alexander b FirstGame 5 7 1
1991 cameron k FirstGame 6 7 1
1992 cameron k FirstGame 6 7 1
1993 jordan l FirstGame 6 8 2
1994 tiffany x FirstGame 6 7 1
1995 jordan l FirstGame 6 8 2
1996 tiffany x FirstGame 6 7 1
1997 cameron k FirstGame 6 7 1
1998 cameron k FirstGame 6 7 1
1999 jordan l FirstGame 6 8 2
2000 tiffany x FirstGame 6 7 1
2001 cameron k FirstGame 6 7 1
2002 cameron k FirstGame 6 7 1
2003 jordan l FirstGame 6 8 2
2004 mitchell h FirstGame 4 4 1
2005 cameron k FirstGame 6 7 1
2006 cameron k FirstGame 6 7 1
2007 cameron k FirstGame 6 7 1
2008 cameron k FirstGame 6 7 1
2009 jordan l FirstGame 6 8 2
2010 mitchell h FirstGame 4 4 1
2011 alexander b FirstGame 5 7 1
2012 tiffany x FirstGame 6 7 1
2013 jordan l FirstGame 6 8 2
2014 tiffany x FirstGame 6 7 1
2015 alexander b FirstGame 5 7 1
2016 jordan l FirstGame 6 8 2
2017 mitchell h FirstGame 4 4 1
2018 mitchell h FirstGame 4 4 1
2019 tiffany x FirstGame 6 7 1
2020 tiffany x FirstGame 6 7 1
2021 cameron k FirstGame 6 7 1
2022 cameron k FirstGame 6 7 1
2023 cameron k FirstGame 6 7 1
2024 cameron k FirstGame 6 7 1
2025 tiffany x FirstGame 6 7 1
2026 jordan l FirstGame 6 8 2
2027 cameron k FirstGame 6 7 1
2028 cameron k FirstGame 6 7 1
2029 alexander b FirstGame 5 7 1
2030 cameron k FirstGame 6 7 1
2031 cameron k FirstGame 6 7 1
2032 mitchell h FirstGame 4 4 1
2033 mitchell h FirstGame 4 4 1
2034 jordan l FirstGame 6 8 2
2035 tiffany x FirstGame 6 7 1
2036 jordan l FirstGame 6 8 2
2037 mitchell h FirstGame 4 4 1
2038 jordan l FirstGame 6 8 2
2039 mitchell h FirstGame 4 4 1
2040 mitchell h FirstGame 4 4 1
2041 cameron k FirstGame 6 7 1
2042 cameron k FirstGame 6 7 1
2043 mitchell h FirstGame 4 4 1
2044 tiffany x FirstGame 6 7 1
2045 jordan l FirstGame 6 8 2
2046 tiffany x FirstGame 6 7 1
2047 jordan l FirstGame 6 8 2
2048 mitchell h FirstGame 4 4 1
2049 tiffany x FirstGame 6 7 1
2050 jordan l FirstGame 6 8 2
2051 cameron k FirstGame 6 7 1
2052 cameron k FirstGame 6 7 1
2053 jordan l FirstGame 6 8 2
2054 mitchell h FirstGame 4 4 1
2055 tiffany x FirstGame 6 7 1
2056 alexander b FirstGame 5 7 1
2057 jordan l FirstGame 6 8 2
2058 mitchell h FirstGame 4 4 1
2059 tiffany x FirstGame 6 7 1
2060 cameron k FirstGame 6 7 1
2061 cameron k FirstGame 6 7 1
2062 jordan l FirstGame 6 8 2
2063 mitchell h FirstGame 4 4 1
2064 jordan l FirstGame 6 8 2
2065 tiffany x FirstGame 6 7 1
2066 cameron k FirstGame 6 7 1
2067 cameron k FirstGame 6 7 1
2068 mitchell h FirstGame 4 4 1
2069 alexander b FirstGame 5 7 1
2070 jordan l FirstGame 6 8 2
2071 mitchell h FirstGame 4 4 1
2072 jordan l FirstGame 6 8 2
2073 jordan l FirstGame 6 8 2
2074 mitchell h FirstGame 4 4 1
2075 jordan l FirstGame 6 8 2
2076 jordan l FirstGame 6 8 2
2077 mitchell h FirstGame 4 4 1
2078 mitchell h FirstGame 4 4 1
2079 jordan l FirstGame 6 8 2
2080 jordan l FirstGame 6 8 2
2081 jordan l FirstGame 6 8 2
2082 cameron k FirstGame 6 7 1
2083 cameron k FirstGame 6 7 1
2084 jordan l FirstGame 6 8 2
2085 cameron k FirstGame 6 7 1
2086 cameron k FirstGame 6 7 1
2087 tiffany x FirstGame 6 7 1
2088 tiffany x FirstGame 6 7 1
2089 jordan l FirstGame 6 8 2
2090 jordan l FirstGame 6 8 2
2091 cameron k FirstGame 6 7 1
2092 cameron k FirstGame 6 7 1
2093 tiffany x FirstGame 6 7 1
2094 tiffany x FirstGame 6 7 1
2095 cameron k FirstGame 6 7 1
2096 cameron k FirstGame 6 7 1
2097 jordan l FirstGame 6 8 2
2098 tiffany x FirstGame 6 7 1
2099 alexander b FirstGame 5 7 1
2100 mitchell h FirstGame 4 4 1
2101 jordan l FirstGame 6 8 2
2102 mitchell h FirstGame 4 4 1
2103 tiffany x FirstGame 6 7 1
2104 alexander b FirstGame 5 7 1
2105 cameron k FirstGame 6 7 1
2106 cameron k FirstGame 6 7 1
2107 jordan l FirstGame 6 8 2
2108 tiffany x FirstGame 6 7 1
2109 jordan l FirstGame 6 8 2
2110 mitchell h FirstGame 4 4 1
2111 tiffany x FirstGame 6 7 1
2112 cameron k FirstGame 6 7 1
2113 cameron k FirstGame 6 7 1
2114 jordan l FirstGame 6 8 2
2115 cameron k FirstGame 6 7 1
2116 cameron k FirstGame 6 7 1
2117 cameron k FirstGame 6 7 1
2118 cameron k FirstGame 6 7 1
2119 mitchell h FirstGame 4 4 1
2120 alexander b FirstGame 5 7 1
2121 jordan l FirstGame 6 8 2
2122 jordan l FirstGame 6 8 2
2123 jordan l FirstGame 6 8 2
2124 mitchell h FirstGame 4 4 1
2125 jordan l FirstGame 6 8 2
2126 jordan l FirstGame 6 8 2
2127 jordan l FirstGame 6 8 2
2128 tiffany x FirstGame 6 7 1
2129 tiffany x FirstGame 6 7 1
2130 jordan l FirstGame 6 8 2
2131 tiffany x FirstGame 6 7 1
2132 jordan l FirstGame 6 8 2
2133 cameron k FirstGame 6 7 1
2134 cameron k FirstGame 6 7 1
2135 tiffany x FirstGame 6 7 1
2136 cameron k FirstGame 6 7 1
2137 cameron k FirstGame 6 7 1
2138 cameron k FirstGame 6 7 1
2139 cameron k FirstGame 6 7 1
2140 cameron k FirstGame 6 7 1
2141 cameron k FirstGame 6 7 1
2142 cameron k FirstGame 6 7 1
2143 cameron k FirstGame 6 7 1
2144 mitchell h FirstGame 4 4 1
2145 mitchell h FirstGame 4 4 1
2146 jordan l FirstGame 6 8 2
2147 jordan l FirstGame 6 8 2
2148 alexander b FirstGame 5 7 1
2149 mitchell h FirstGame 4 4 1
2150 tiffany x FirstGame 6 7 1
2151 jordan l FirstGame 6 8 2
2152 cameron k FirstGame 6 7 1
2153 cameron k FirstGame 6 7 1
2154 jordan l FirstGame 6 8 2
2155 tiffany x FirstGame 6 7 1
2156 tiffany x FirstGame 6 7 1
2157 alexander b FirstGame 5 7 1
2158 tiffany x FirstGame 6 7 1
2159 tiffany x FirstGame 6 7 1
2160 tiffany x FirstGame 6 7 1
2161 jordan l FirstGame 6 8 2
2162 joseph k FirstGame 6 8 2
2163 kevin g FirstGame 5 6 1
2164 connor f FirstGame 6 6 0
2165 connor f FirstGame 6 6 0
2166 joseph k FirstGame 6 8 2
2167 kevin g FirstGame 5 6 1
2168 joseph k FirstGame 6 8 2
2169 joseph k FirstGame 6 8 2
2170 connor f FirstGame 6 6 0
2171 joseph k FirstGame 6 8 2
2172 kevin g FirstGame 5 6 1
2173 christian x FirstGame 4 4 0
2174 joseph k FirstGame 6 8 2
2175 christian x FirstGame 4 4 0
2176 joseph k FirstGame 6 8 2
2177 christian x FirstGame 4 4 0
2178 connor f FirstGame 6 6 0
2179 joseph k FirstGame 6 8 2
2180 christian x FirstGame 4 4 0
2181 connor f FirstGame 6 6 0
2182 joseph k FirstGame 6 8 2
2183 joseph k FirstGame 6 8 2
2184 luis t FirstGame 7 7 0
2185 joseph k FirstGame 6 8 2
2186 connor f FirstGame 6 6 0
2187 luis t FirstGame 7 7 0
2188 joseph k FirstGame 6 8 2
2189 kevin g FirstGame 5 6 1
2190 joseph k FirstGame 6 8 2
2191 luis t FirstGame 7 7 0
2192 joseph k FirstGame 6 8 2
2193 joseph k FirstGame 6 8 2
2194 joseph k FirstGame 6 8 2
2195 luis t FirstGame 7 7 0
2196 joseph k FirstGame 6 8 2
2197 kevin g FirstGame 5 6 1
2198 christian x FirstGame 4 4 0
2199 connor f FirstGame 6 6 0
2200 connor f FirstGame 6 6 0
2201 joseph k FirstGame 6 8 2
2202 luis t FirstGame 7 7 0
2203 christian x FirstGame 4 4 0
2204 kevin g FirstGame 5 6 1
2205 luis t FirstGame 7 7 0
2206 luis t FirstGame 7 7 0
2207 connor f FirstGame 6 6 0
2208 joseph k FirstGame 6 8 2
2209 joseph k FirstGame 6 8 2
2210 joseph k FirstGame 6 8 2
2211 kevin g FirstGame 5 6 1
2212 joseph k FirstGame 6 8 2
2213 joseph k FirstGame 6 8 2
2214 luis t FirstGame 7 7 0
2215 kevin g FirstGame 5 6 1
2216 luis t FirstGame 7 7 0
2217 kevin g FirstGame 5 6 1
2218 connor f FirstGame 6 6 0
2219 luis t FirstGame 7 7 0
2220 connor f FirstGame 6 6 0
2221 joseph k FirstGame 6 8 2
2222 kevin g FirstGame 5 6 1
2223 joseph k FirstGame 6 8 2
2224 christian x FirstGame 4 4 0
2225 joseph k FirstGame 6 8 2
2226 kevin g FirstGame 5 6 1
2227 luis t FirstGame 7 7 0
2228 joseph k FirstGame 6 8 2
2229 kevin g FirstGame 5 6 1
2230 joseph k FirstGame 6 8 2
2231 kevin g FirstGame 5 6 1
2232 connor f FirstGame 6 6 0
2233 joseph k FirstGame 6 8 2
2234 kevin g FirstGame 5 6 1
2235 connor f FirstGame 6 6 0
2236 kevin g FirstGame 5 6 1
2237 luis t FirstGame 7 7 0
2238 christian x FirstGame 4 4 0
2239 kevin g FirstGame 5 6 1
2240 joseph k FirstGame 6 8 2
2241 luis t FirstGame 7 7 0
2242 joseph k FirstGame 6 8 2
2243 kevin g FirstGame 5 6 1
2244 joseph k FirstGame 6 8 2
2245 christian x FirstGame 4 4 0
2246 joseph k FirstGame 6 8 2
2247 christian x FirstGame 4 4 0
2248 luis t FirstGame 7 7 0
2249 joseph k FirstGame 6 8 2
2250 christian x FirstGame 4 4 0
2251 connor f FirstGame 6 6 0
2252 christian x FirstGame 4 4 0
2253 joseph k FirstGame 6 8 2
2254 kevin g FirstGame 5 6 1
2255 luis t FirstGame 7 7 0
2256 joseph k FirstGame 6 8 2
2257 joseph k FirstGame 6 8 2
2258 luis t FirstGame 7 7 0
2259 joseph k FirstGame 6 8 2
2260 luis t FirstGame 7 7 0
2261 kevin g FirstGame 5 6 1
2262 luis t FirstGame 7 7 0
2263 joseph k FirstGame 6 8 2
2264 joseph k FirstGame 6 8 2
2265 joseph k FirstGame 6 8 2
2266 luis t FirstGame 7 7 0
2267 joseph k FirstGame 6 8 2
2268 joseph k FirstGame 6 8 2
2269 luis t FirstGame 7 7 0
2270 joseph k FirstGame 6 8 2
2271 kevin g FirstGame 5 6 1
2272 luis t FirstGame 7 7 0
2273 joseph k FirstGame 6 8 2
2274 kevin g FirstGame 5 6 1
2275 joseph k FirstGame 6 8 2
2276 joseph k FirstGame 6 8 2
2277 connor f FirstGame 6 6 0
2278 connor f FirstGame 6 6 0
2279 joseph k FirstGame 6 8 2
2280 joseph k FirstGame 6 8 2
2281 luis t FirstGame 7 7 0
2282 connor f FirstGame 6 6 0
2283 joseph k FirstGame 6 8 2
2284 connor f FirstGame 6 6 0
2285 joseph k FirstGame 6 8 2
2286 kevin g FirstGame 5 6 1
2287 luis t FirstGame 7 7 0
2288 connor f FirstGame 6 6 0
2289 joseph k FirstGame 6 8 2
2290 joseph k FirstGame 6 8 2
2291 kevin g FirstGame 5 6 1
2292 christian x FirstGame 4 4 0
2293 connor f FirstGame 6 6 0
2294 kevin g FirstGame 5 6 1
2295 luis t FirstGame 7 7 0
2296 connor f FirstGame 6 6 0
2297 joseph k FirstGame 6 8 2
2298 joseph k FirstGame 6 8 2
2299 joseph k FirstGame 6 8 2
2300 joseph k FirstGame 6 8 2
2301 joseph k FirstGame 6 8 2
2302 joseph k FirstGame 6 8 2
2303 joseph k FirstGame 6 8 2
2304 joseph k FirstGame 6 8 2
2305 joseph k FirstGame 6 8 2
2306 joseph k FirstGame 6 8 2
2307 luis t FirstGame 7 7 0
2308 luis t FirstGame 7 7 0
2309 luis t FirstGame 7 7 0
2310 brent p SecondGame 5 6 1
2311 kiana k SecondGame 5 6 1
2312 madeline g SecondGame 7 7 0
2313 justin y SecondGame 5 6 1
2314 ruzhen e SecondGame 7 8 1
2315 brent p SecondGame 5 6 1
2316 ruzhen e SecondGame 7 8 1
2317 justin y SecondGame 5 6 1
2318 kiana k SecondGame 5 6 1
2319 brent p SecondGame 5 6 1
2320 justin y SecondGame 5 6 1
2321 brent p SecondGame 5 6 1
2322 ruzhen e SecondGame 7 8 1
2323 justin y SecondGame 5 6 1
2324 justin y SecondGame 5 6 1
2325 justin y SecondGame 5 6 1
2326 kiana k SecondGame 5 6 1
2327 kiana k SecondGame 5 6 1
2328 madeline g SecondGame 7 7 0
2329 brent p SecondGame 5 6 1
2330 kiana k SecondGame 5 6 1
2331 madeline g SecondGame 7 7 0
2332 kiana k SecondGame 5 6 1
2333 kiana k SecondGame 5 6 1
2334 ruzhen e SecondGame 7 8 1
2335 ruzhen e SecondGame 7 8 1
2336 brent p SecondGame 5 6 1
2337 justin y SecondGame 5 6 1
2338 kiana k SecondGame 5 6 1
2339 madeline g SecondGame 7 7 0
2340 madeline g SecondGame 7 7 0
2341 madeline g SecondGame 7 7 0
2342 justin y SecondGame 5 6 1
2343 brent p SecondGame 5 6 1
2344 justin y SecondGame 5 6 1
2345 madeline g SecondGame 7 7 0
2346 brent p SecondGame 5 6 1
2347 kiana k SecondGame 5 6 1
2348 ruzhen e SecondGame 7 8 1
2349 justin y SecondGame 5 6 1
2350 ruzhen e SecondGame 7 8 1
2351 kiana k SecondGame 5 6 1
2352 madeline g SecondGame 7 7 0
2353 justin y SecondGame 5 6 1
2354 brent p SecondGame 5 6 1
2355 justin y SecondGame 5 6 1
2356 justin y SecondGame 5 6 1
2357 brent p SecondGame 5 6 1
2358 justin y SecondGame 5 6 1
2359 brent p SecondGame 5 6 1
2360 justin y SecondGame 5 6 1
2361 justin y SecondGame 5 6 1
2362 brent p SecondGame 5 6 1
2363 justin y SecondGame 5 6 1
2364 madeline g SecondGame 7 7 0
2365 brent p SecondGame 5 6 1
2366 justin y SecondGame 5 6 1
2367 justin y SecondGame 5 6 1
2368 madeline g SecondGame 7 7 0
2369 justin y SecondGame 5 6 1
2370 brent p SecondGame 5 6 1
2371 madeline g SecondGame 7 7 0
2372 justin y SecondGame 5 6 1
2373 madeline g SecondGame 7 7 0
2374 justin y SecondGame 5 6 1
2375 brent p SecondGame 5 6 1
2376 madeline g SecondGame 7 7 0
2377 justin y SecondGame 5 6 1
2378 brent p SecondGame 5 6 1
2379 justin y SecondGame 5 6 1
2380 justin y SecondGame 5 6 1
2381 justin y SecondGame 5 6 1
2382 brent p SecondGame 5 6 1
2383 justin y SecondGame 5 6 1
2384 justin y SecondGame 5 6 1
2385 justin y SecondGame 5 6 1
2386 madeline g SecondGame 7 7 0
2387 brent p SecondGame 5 6 1
2388 madeline g SecondGame 7 7 0
2389 brent p SecondGame 5 6 1
2390 brent p SecondGame 5 6 1
2391 justin y SecondGame 5 6 1
2392 justin y SecondGame 5 6 1
2393 justin y SecondGame 5 6 1
2394 ruzhen e SecondGame 7 8 1
2395 brent p SecondGame 5 6 1
2396 justin y SecondGame 5 6 1
2397 madeline g SecondGame 7 7 0
2398 brent p SecondGame 5 6 1
2399 justin y SecondGame 5 6 1
2400 ruzhen e SecondGame 7 8 1
2401 ruzhen e SecondGame 7 8 1
2402 brent p SecondGame 5 6 1
2403 ruzhen e SecondGame 7 8 1
2404 kiana k SecondGame 5 6 1
2405 madeline g SecondGame 7 7 0
2406 brent p SecondGame 5 6 1
2407 justin y SecondGame 5 6 1
2408 ruzhen e SecondGame 7 8 1
2409 brent p SecondGame 5 6 1
2410 madeline g SecondGame 7 7 0
2411 brent p SecondGame 5 6 1
2412 brent p SecondGame 5 6 1
2413 brent p SecondGame 5 6 1
2414 justin y SecondGame 5 6 1
2415 madeline g SecondGame 7 7 0
2416 madeline g SecondGame 7 7 0
2417 justin y SecondGame 5 6 1
2418 ruzhen e SecondGame 7 8 1
2419 justin y SecondGame 5 6 1
2420 madeline g SecondGame 7 7 0
2421 brent p SecondGame 5 6 1
2422 ruzhen e SecondGame 7 8 1
2423 kiana k SecondGame 5 6 1
2424 brent p SecondGame 5 6 1
2425 justin y SecondGame 5 6 1
2426 brent p SecondGame 5 6 1
2427 justin y SecondGame 5 6 1
2428 madeline g SecondGame 7 7 0
2429 ruzhen e SecondGame 7 8 1
2430 madeline g SecondGame 7 7 0
2431 madeline g SecondGame 7 7 0
2432 ruzhen e SecondGame 7 8 1
2433 ruzhen e SecondGame 7 8 1
2434 brent p SecondGame 5 6 1
2435 justin y SecondGame 5 6 1
2436 madeline g SecondGame 7 7 0
2437 ruzhen e SecondGame 7 8 1
2438 brandon f SecondGame 5 6 1
2439 brandon f SecondGame 5 6 1
2440 jackson p SecondGame 6 7 1
2441 jackson p SecondGame 6 7 1
2442 shane t SecondGame 7 8 1
2443 brandon f SecondGame 5 6 1
2444 brandon f SecondGame 5 6 1
2445 samuel o SecondGame 7 8 1
2446 brandon f SecondGame 5 6 1
2447 brandon f SecondGame 5 6 1
2448 jackson p SecondGame 6 7 1
2449 samuel o SecondGame 7 8 1
2450 brandon f SecondGame 5 6 1
2451 brandon f SecondGame 5 6 1
2452 brandon f SecondGame 5 6 1
2453 brandon f SecondGame 5 6 1
2454 brandon f SecondGame 5 6 1
2455 brandon f SecondGame 5 6 1
2456 samuel o SecondGame 7 8 1
2457 brandon f SecondGame 5 6 1
2458 brandon f SecondGame 5 6 1
2459 jackson p SecondGame 6 7 1
2460 casey f SecondGame 7 8 1
2461 casey f SecondGame 7 8 1
2462 brandon f SecondGame 5 6 1
2463 brandon f SecondGame 5 6 1
2464 jackson p SecondGame 6 7 1
2465 samuel o SecondGame 7 8 1
2466 shane t SecondGame 7 8 1
2467 brandon f SecondGame 5 6 1
2468 brandon f SecondGame 5 6 1
2469 jackson p SecondGame 6 7 1
2470 samuel o SecondGame 7 8 1
2471 shane t SecondGame 7 8 1
2472 casey f SecondGame 7 8 1
2473 jackson p SecondGame 6 7 1
2474 samuel o SecondGame 7 8 1
2475 jackson p SecondGame 6 7 1
2476 casey f SecondGame 7 8 1
2477 samuel o SecondGame 7 8 1
2478 shane t SecondGame 7 8 1
2479 brandon f SecondGame 5 6 1
2480 brandon f SecondGame 5 6 1
2481 jackson p SecondGame 6 7 1
2482 casey f SecondGame 7 8 1
2483 jackson p SecondGame 6 7 1
2484 samuel o SecondGame 7 8 1
2485 shane t SecondGame 7 8 1
2486 jackson p SecondGame 6 7 1
2487 samuel o SecondGame 7 8 1
2488 brandon f SecondGame 5 6 1
2489 brandon f SecondGame 5 6 1
2490 casey f SecondGame 7 8 1
2491 samuel o SecondGame 7 8 1
2492 shane t SecondGame 7 8 1
2493 casey f SecondGame 7 8 1
2494 jackson p SecondGame 6 7 1
2495 jackson p SecondGame 6 7 1
2496 brandon f SecondGame 5 6 1
2497 brandon f SecondGame 5 6 1
2498 samuel o SecondGame 7 8 1
2499 brandon f SecondGame 5 6 1
2500 brandon f SecondGame 5 6 1
2501 samuel o SecondGame 7 8 1
2502 samuel o SecondGame 7 8 1
2503 casey f SecondGame 7 8 1
2504 jackson p SecondGame 6 7 1
2505 jackson p SecondGame 6 7 1
2506 jackson p SecondGame 6 7 1
2507 casey f SecondGame 7 8 1
2508 casey f SecondGame 7 8 1
2509 casey f SecondGame 7 8 1
2510 jackson p SecondGame 6 7 1
2511 samuel o SecondGame 7 8 1
2512 shane t SecondGame 7 8 1
2513 casey f SecondGame 7 8 1
2514 jackson p SecondGame 6 7 1
2515 casey f SecondGame 7 8 1
2516 brandon f SecondGame 5 6 1
2517 brandon f SecondGame 5 6 1
2518 jackson p SecondGame 6 7 1
2519 casey f SecondGame 7 8 1
2520 casey f SecondGame 7 8 1
2521 jackson p SecondGame 6 7 1
2522 jackson p SecondGame 6 7 1
2523 shane t SecondGame 7 8 1
2524 casey f SecondGame 7 8 1
2525 samuel o SecondGame 7 8 1
2526 brandon f SecondGame 5 6 1
2527 brandon f SecondGame 5 6 1
2528 jackson p SecondGame 6 7 1
2529 jackson p SecondGame 6 7 1
2530 shane t SecondGame 7 8 1
2531 brandon f SecondGame 5 6 1
2532 brandon f SecondGame 5 6 1
2533 casey f SecondGame 7 8 1
2534 jackson p SecondGame 6 7 1
2535 jackson p SecondGame 6 7 1
2536 brandon f SecondGame 5 6 1
2537 brandon f SecondGame 5 6 1
2538 shane t SecondGame 7 8 1
2539 shane t SecondGame 7 8 1
2540 brandon f SecondGame 5 6 1
2541 brandon f SecondGame 5 6 1
2542 casey f SecondGame 7 8 1
2543 jackson p SecondGame 6 7 1
2544 jackson p SecondGame 6 7 1
2545 samuel o SecondGame 7 8 1
2546 brandon f SecondGame 5 6 1
2547 brandon f SecondGame 5 6 1
2548 jackson p SecondGame 6 7 1
2549 shane t SecondGame 7 8 1
2550 brandon f SecondGame 5 6 1
2551 brandon f SecondGame 5 6 1
2552 brandon f SecondGame 5 6 1
2553 brandon f SecondGame 5 6 1
2554 brandon f SecondGame 5 6 1
2555 brandon f SecondGame 5 6 1
2556 brandon f SecondGame 5 6 1
2557 brandon f SecondGame 5 6 1
2558 brandon f SecondGame 5 6 1
2559 brandon f SecondGame 5 6 1
2560 brandon f SecondGame 5 6 1
2561 brandon f SecondGame 5 6 1
2562 brandon f SecondGame 5 6 1
2563 brandon f SecondGame 5 6 1
2564 jackson p SecondGame 6 7 1
2565 samuel o SecondGame 7 8 1
2566 shane t SecondGame 7 8 1
2567 brandon f SecondGame 5 6 1
2568 brandon f SecondGame 5 6 1
2569 jackson p SecondGame 6 7 1
2570 casey f SecondGame 7 8 1
2571 jackson p SecondGame 6 7 1
2572 brandon f SecondGame 5 6 1
2573 brandon f SecondGame 5 6 1
2574 brandon f SecondGame 5 6 1
2575 brandon f SecondGame 5 6 1
2576 jackson p SecondGame 6 7 1
2577 shane t SecondGame 7 8 1
2578 jackson p SecondGame 6 7 1
2579 brandon f SecondGame 5 6 1
2580 brandon f SecondGame 5 6 1
2581 brandon f SecondGame 5 6 1
2582 brandon f SecondGame 5 6 1
2583 brandon f SecondGame 5 6 1
2584 brandon f SecondGame 5 6 1
2585 casey f SecondGame 7 8 1
2586 brandon f SecondGame 5 6 1
2587 brandon f SecondGame 5 6 1
2588 brandon f SecondGame 5 6 1
2589 brandon f SecondGame 5 6 1
2590 jackson p SecondGame 6 7 1
2591 jackson p SecondGame 6 7 1
2592 samuel o SecondGame 7 8 1
2593 shane t SecondGame 7 8 1
2594 brandon f SecondGame 5 6 1
2595 brandon f SecondGame 5 6 1
2596 brandon f SecondGame 5 6 1
2597 brandon f SecondGame 5 6 1
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2599 jackson p SecondGame 6 7 1
2600 brandon f SecondGame 5 6 1
2601 brandon f SecondGame 5 6 1
2602 jackson p SecondGame 6 7 1
2603 casey f SecondGame 7 8 1
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2605 brandon f SecondGame 5 6 1
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2607 samuel o SecondGame 7 8 1
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2610 brandon f SecondGame 5 6 1
2611 brandon f SecondGame 5 6 1
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2615 brandon f SecondGame 5 6 1
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2617 jackson p SecondGame 6 7 1
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2623 casey f SecondGame 7 8 1
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2627 samuel o SecondGame 7 8 1
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2632 brandon f SecondGame 5 6 1
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2636 shane t SecondGame 7 8 1
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2640 brandon f SecondGame 5 6 1
2641 jackson p SecondGame 6 7 1
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2643 shane t SecondGame 7 8 1
2644 jackson p SecondGame 6 7 1
2645 samuel o SecondGame 7 8 1
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2650 jackson p SecondGame 6 7 1
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2799 cameron i SecondGame 6 7 1
2800 cameron i SecondGame 6 7 1
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2802 cormick u SecondGame 6 6 0
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2804 nicholas l SecondGame 4 4 1
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2911 cameron i SecondGame 6 7 1
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3200 nathan d SecondGame 4 4 1
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3202 abigail z SecondGame #N/A #N/A #N/A
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3217 caitlyn y SecondGame 5 6 1
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3219 nathan d SecondGame 4 4 1
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3222 luke u SecondGame 7 7 0
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3224 nathan d SecondGame 4 4 1
3225 caitlyn y SecondGame 5 6 1
3226 caitlyn y SecondGame 5 6 1
3227 nathan d SecondGame 4 4 1
3228 jackson p SecondGame 6 7 1
3229 brent p SecondGame 5 6 1
3230 cormick u SecondGame 6 6 0
3231 derek v SecondGame 6 6 0
3232 luke u SecondGame 7 7 0
3233 derek v SecondGame 6 6 0
3234 jackson p SecondGame 6 7 1
3235 brent p SecondGame 5 6 1
3236 cormick u SecondGame 6 6 0
3237 luke u SecondGame 7 7 0
3238 cormick u SecondGame 6 6 0
3239 cormick u SecondGame 6 6 0
3240 jackson p SecondGame 6 7 1
3241 brent p SecondGame 5 6 1
3242 luke u SecondGame 7 7 0
3243 cormick u SecondGame 6 6 0
3244 derek v SecondGame 6 6 0
3245 brent p SecondGame 5 6 1
3246 cormick u SecondGame 6 6 0
3247 derek v SecondGame 6 6 0
3248 jackson p SecondGame 6 7 1
3249 cormick u SecondGame 6 6 0
3250 jackson p SecondGame 6 7 1
3251 brent p SecondGame 5 6 1
3252 derek v SecondGame 6 6 0
3253 luke u SecondGame 7 7 0
3254 jackson p SecondGame 6 7 1
3255 jackson p SecondGame 6 7 1
3256 derek v SecondGame 6 6 0
3257 jackson p SecondGame 6 7 1
3258 brent p SecondGame 5 6 1
3259 derek v SecondGame 6 6 0
3260 derek v SecondGame 6 6 0
3261 jackson p SecondGame 6 7 1
3262 brent p SecondGame 5 6 1
3263 cormick u SecondGame 6 6 0
3264 cormick u SecondGame 6 6 0
3265 brent p SecondGame 5 6 1
3266 derek v SecondGame 6 6 0
3267 jackson p SecondGame 6 7 1
3268 luke u SecondGame 7 7 0
3269 cormick u SecondGame 6 6 0
3270 brent p SecondGame 5 6 1
3271 jackson p SecondGame 6 7 1
3272 luke u SecondGame 7 7 0
3273 derek v SecondGame 6 6 0
3274 derek v SecondGame 6 6 0
3275 derek v SecondGame 6 6 0
3276 brent p SecondGame 5 6 1
3277 cormick u SecondGame 6 6 0
3278 jackson p SecondGame 6 7 1
3279 jackson p SecondGame 6 7 1
3280 jackson p SecondGame 6 7 1
3281 derek v SecondGame 6 6 0
3282 brent p SecondGame 5 6 1
3283 brent p SecondGame 5 6 1
3284 cormick u SecondGame 6 6 0
3285 jackson p SecondGame 6 7 1
3286 cormick u SecondGame 6 6 0
3287 jackson p SecondGame 6 7 1
3288 jackson p SecondGame 6 7 1
3289 jackson p SecondGame 6 7 1
3290 luke u SecondGame 7 7 0
3291 brent p SecondGame 5 6 1
3292 derek v SecondGame 6 6 0
3293 jackson p SecondGame 6 7 1
3294 luke u SecondGame 7 7 0
3295 cormick u SecondGame 6 6 0
3296 jackson p SecondGame 6 7 1
3297 cormick u SecondGame 6 6 0
3298 derek v SecondGame 6 6 0
3299 cormick u SecondGame 6 6 0
3300 cormick u SecondGame 6 6 0
3301 derek v SecondGame 6 6 0
3302 jackson p SecondGame 6 7 1
3303 luke u SecondGame 7 7 0
3304 brent p SecondGame 5 6 1
3305 derek v SecondGame 6 6 0
3306 derek v SecondGame 6 6 0
3307 cormick u SecondGame 6 6 0
3308 derek v SecondGame 6 6 0
3309 luke u SecondGame 7 7 0
3310 cormick u SecondGame 6 6 0
3311 brent p SecondGame 5 6 1
3312 derek v SecondGame 6 6 0
3313 jackson p SecondGame 6 7 1
3314 jackson p SecondGame 6 7 1
3315 jackson p SecondGame 6 7 1
3316 luke u SecondGame 7 7 0
3317 jackson p SecondGame 6 7 1
3318 cormick u SecondGame 6 6 0
3319 cormick u SecondGame 6 6 0
3320 derek v SecondGame 6 6 0
3321 derek v SecondGame 6 6 0
3322 jackson p SecondGame 6 7 1
3323 cormick u SecondGame 6 6 0
3324 derek v SecondGame 6 6 0
3325 jackson p SecondGame 6 7 1
3326 jackson p SecondGame 6 7 1
3327 brent p SecondGame 5 6 1
3328 luke u SecondGame 7 7 0
3329 cormick u SecondGame 6 6 0
3330 cormick u SecondGame 6 6 0
3331 derek v SecondGame 6 6 0
3332 jackson p SecondGame 6 7 1
3333 jackson p SecondGame 6 7 1
3334 derek v SecondGame 6 6 0
3335 derek v SecondGame 6 6 0
3336 derek v SecondGame 6 6 0
3337 derek v SecondGame 6 6 0
3338 luke u SecondGame 7 7 0
3339 brent p SecondGame 5 6 1
3340 jackson p SecondGame 6 7 1
3341 cameron i SecondGame 6 7 1
3342 cameron i SecondGame 6 7 1
3343 cameron i SecondGame 6 7 1
3344 cameron i SecondGame 6 7 1
3345 nathan d SecondGame 4 4 1
3346 samuel o SecondGame 7 8 1
3347 cameron i SecondGame 6 7 1
3348 cameron i SecondGame 6 7 1
3349 cameron i SecondGame 6 7 1
3350 cameron i SecondGame 6 7 1
3351 samuel o SecondGame 7 8 1
3352 nathan d SecondGame 4 4 1
3353 ruzhen e SecondGame 7 8 1
3354 cameron i SecondGame 6 7 1
3355 cameron i SecondGame 6 7 1
3356 ruzhen e SecondGame 7 8 1
3357 cameron i SecondGame 6 7 1
3358 cameron i SecondGame 6 7 1
3359 cameron i SecondGame 6 7 1
3360 cameron i SecondGame 6 7 1
3361 samuel o SecondGame 7 8 1
3362 cameron i SecondGame 6 7 1
3363 cameron i SecondGame 6 7 1
3364 nathan d SecondGame 4 4 1
3365 ruzhen e SecondGame 7 8 1
3366 samuel o SecondGame 7 8 1
3367 ruzhen e SecondGame 7 8 1
3368 cameron i SecondGame 6 7 1
3369 cameron i SecondGame 6 7 1
3370 nathan d SecondGame 4 4 1
3371 samuel o SecondGame 7 8 1
3372 cameron i SecondGame 6 7 1
3373 cameron i SecondGame 6 7 1
3374 ruzhen e SecondGame 7 8 1
3375 nathan d SecondGame 4 4 1
3376 samuel o SecondGame 7 8 1
3377 cameron i SecondGame 6 7 1
3378 cameron i SecondGame 6 7 1
3379 nathan d SecondGame 4 4 1
3380 cameron i SecondGame 6 7 1
3381 cameron i SecondGame 6 7 1
3382 samuel o SecondGame 7 8 1
3383 cameron i SecondGame 6 7 1
3384 cameron i SecondGame 6 7 1
3385 ruzhen e SecondGame 7 8 1
3386 samuel o SecondGame 7 8 1
3387 nathan d SecondGame 4 4 1
3388 samuel o SecondGame 7 8 1
3389 nathan d SecondGame 4 4 1
3390 nathan d SecondGame 4 4 1
3391 ruzhen e SecondGame 7 8 1
3392 cameron i SecondGame 6 7 1
3393 cameron i SecondGame 6 7 1
3394 ruzhen e SecondGame 7 8 1
3395 cameron i SecondGame 6 7 1
3396 cameron i SecondGame 6 7 1
3397 nathan d SecondGame 4 4 1
3398 samuel o SecondGame 7 8 1
3399 cameron i SecondGame 6 7 1
3400 cameron i SecondGame 6 7 1
3401 cameron i SecondGame 6 7 1
3402 cameron i SecondGame 6 7 1
3403 ruzhen e SecondGame 7 8 1
3404 ruzhen e SecondGame 7 8 1
3405 nathan d SecondGame 4 4 1
3406 cameron i SecondGame 6 7 1
3407 cameron i SecondGame 6 7 1
3408 nathan d SecondGame 4 4 1
3409 ruzhen e SecondGame 7 8 1
3410 cameron i SecondGame 6 7 1
3411 cameron i SecondGame 6 7 1
3412 ruzhen e SecondGame 7 8 1
3413 cameron i SecondGame 6 7 1
3414 cameron i SecondGame 6 7 1
3415 cameron i SecondGame 6 7 1
3416 cameron i SecondGame 6 7 1
3417 nathan d SecondGame 4 4 1
3418 samuel o SecondGame 7 8 1
3419 cameron i SecondGame 6 7 1
3420 cameron i SecondGame 6 7 1
3421 cameron i SecondGame 6 7 1
3422 cameron i SecondGame 6 7 1
3423 samuel o SecondGame 7 8 1
3424 ruzhen e SecondGame 7 8 1
3425 cameron i SecondGame 6 7 1
3426 cameron i SecondGame 6 7 1
3427 nathan d SecondGame 4 4 1
3428 ruzhen e SecondGame 7 8 1
3429 samuel o SecondGame 7 8 1
3430 cameron i SecondGame 6 7 1
3431 cameron i SecondGame 6 7 1
3432 ruzhen e SecondGame 7 8 1
3433 samuel o SecondGame 7 8 1
3434 cameron i SecondGame 6 7 1
3435 cameron i SecondGame 6 7 1
3436 nathan d SecondGame 4 4 1
3437 ruzhen e SecondGame 7 8 1
3438 samuel o SecondGame 7 8 1
3439 ruzhen e SecondGame 7 8 1
3440 samuel o SecondGame 7 8 1
3441 cameron i SecondGame 6 7 1
3442 cameron i SecondGame 6 7 1
3443 ruzhen e SecondGame 7 8 1
3444 ruzhen e SecondGame 7 8 1
3445 cameron i SecondGame 6 7 1
3446 cameron i SecondGame 6 7 1
3447 cameron i SecondGame 6 7 1
3448 cameron i SecondGame 6 7 1
3449 nathan d SecondGame 4 4 1
3450 ruzhen e SecondGame 7 8 1
3451 nathan d SecondGame 4 4 1
3452 samuel o SecondGame 7 8 1
3453 ruzhen e SecondGame 7 8 1
3454 ruzhen e SecondGame 7 8 1
3455 ruzhen e SecondGame 7 8 1
3456 cameron i SecondGame 6 7 1
3457 cameron i SecondGame 6 7 1
3458 ruzhen e SecondGame 7 8 1
3459 cameron i SecondGame 6 7 1
3460 cameron i SecondGame 6 7 1
3461 nathan d SecondGame 4 4 1
3462 ruzhen e SecondGame 7 8 1
3463 samuel o SecondGame 7 8 1
3464 cameron i SecondGame 6 7 1
3465 cameron i SecondGame 6 7 1
3466 ruzhen e SecondGame 7 8 1
3467 samuel o SecondGame 7 8 1
3468 cameron i SecondGame 6 7 1
3469 cameron i SecondGame 6 7 1
3470 nathan d SecondGame 4 4 1
3471 ruzhen e SecondGame 7 8 1
3472 cameron i SecondGame 6 7 1
3473 cameron i SecondGame 6 7 1
3474 samuel o SecondGame 7 8 1
3475 nathan d SecondGame 4 4 1
3476 ruzhen e SecondGame 7 8 1
3477 cameron i SecondGame 6 7 1
3478 cameron i SecondGame 6 7 1
3479 nathan d SecondGame 4 4 1
3480 ruzhen e SecondGame 7 8 1
3481 samuel o SecondGame 7 8 1
3482 cameron i SecondGame 6 7 1
3483 cameron i SecondGame 6 7 1
3484 cameron i SecondGame 6 7 1
3485 cameron i SecondGame 6 7 1
3486 ruzhen e SecondGame 7 8 1
3487 nathan d SecondGame 4 4 1
3488 cameron i SecondGame 6 7 1
3489 cameron i SecondGame 6 7 1
3490 samuel o SecondGame 7 8 1
3491 samuel o SecondGame 7 8 1
3492 samuel o SecondGame 7 8 1
3493 samuel o SecondGame 7 8 1
3494 samuel o SecondGame 7 8 1
3495 samuel o SecondGame 7 8 1
3496 samuel o SecondGame 7 8 1
3497 cameron i SecondGame 6 7 1
3498 cameron i SecondGame 6 7 1
3499 ruzhen e SecondGame 7 8 1
3500 casey f SecondGame 7 8 1
3501 keegan q SecondGame 5 6 1
3502 nicholas n SecondGame 4 4 1
3503 justin y SecondGame 5 6 1
3504 justin y SecondGame 5 6 1
3505 keegan q SecondGame 5 6 1
3506 nicholas n SecondGame 4 4 1
3507 justin y SecondGame 5 6 1
3508 nicholas n SecondGame 4 4 1
3509 keegan q SecondGame 5 6 1
3510 nicholas n SecondGame 4 4 1
3511 nicholas n SecondGame 4 4 1
3512 casey f SecondGame 7 8 1
3513 keegan q SecondGame 5 6 1
3514 casey f SecondGame 7 8 1
3515 keegan q SecondGame 5 6 1
3516 casey f SecondGame 7 8 1
3517 justin y SecondGame 5 6 1
3518 keegan q SecondGame 5 6 1
3519 casey f SecondGame 7 8 1
3520 casey f SecondGame 7 8 1
3521 nicholas n SecondGame 4 4 1
3522 keegan q SecondGame 5 6 1
3523 nicholas n SecondGame 4 4 1
3524 nicholas n SecondGame 4 4 1
3525 justin y SecondGame 5 6 1
3526 nicholas n SecondGame 4 4 1
3527 casey f SecondGame 7 8 1
3528 justin y SecondGame 5 6 1
3529 keegan q SecondGame 5 6 1
3530 nicholas n SecondGame 4 4 1
3531 nicholas n SecondGame 4 4 1
3532 justin y SecondGame 5 6 1
3533 keegan q SecondGame 5 6 1
3534 nicholas n SecondGame 4 4 1
3535 casey f SecondGame 7 8 1
3536 keegan q SecondGame 5 6 1
3537 keegan q SecondGame 5 6 1
3538 nicholas n SecondGame 4 4 1
3539 keegan q SecondGame 5 6 1
3540 keegan q SecondGame 5 6 1
3541 casey f SecondGame 7 8 1
3542 casey f SecondGame 7 8 1
3543 keegan q SecondGame 5 6 1
3544 casey f SecondGame 7 8 1
3545 casey f SecondGame 7 8 1
3546 casey f SecondGame 7 8 1
3547 keegan q SecondGame 5 6 1
3548 nicholas n SecondGame 4 4 1
3549 nicholas n SecondGame 4 4 1
3550 nicholas n SecondGame 4 4 1
3551 justin y SecondGame 5 6 1
3552 keegan q SecondGame 5 6 1
3553 justin y SecondGame 5 6 1
3554 keegan q SecondGame 5 6 1
3555 nicholas n SecondGame 4 4 1
3556 nicholas n SecondGame 4 4 1
3557 justin y SecondGame 5 6 1
3558 nicholas n SecondGame 4 4 1
3559 keegan q SecondGame 5 6 1
3560 keegan q SecondGame 5 6 1
3561 nicholas n SecondGame 4 4 1
3562 justin y SecondGame 5 6 1
3563 keegan q SecondGame 5 6 1
3564 nicholas n SecondGame 4 4 1
3565 casey f SecondGame 7 8 1
3566 keegan q SecondGame 5 6 1
3567 keegan q SecondGame 5 6 1
3568 nicholas n SecondGame 4 4 1
3569 keegan q SecondGame 5 6 1
3570 nicholas n SecondGame 4 4 1
3571 justin y SecondGame 5 6 1
3572 keegan q SecondGame 5 6 1
3573 nicholas n SecondGame 4 4 1
3574 nicholas n SecondGame 4 4 1
3575 justin y SecondGame 5 6 1
3576 justin y SecondGame 5 6 1
3577 nicholas n SecondGame 4 4 1
3578 keegan q SecondGame 5 6 1
3579 nicholas n SecondGame 4 4 1
3580 nicholas n SecondGame 4 4 1
3581 keegan q SecondGame 5 6 1
3582 nicholas n SecondGame 4 4 1
3583 nicholas n SecondGame 4 4 1
3584 nicholas n SecondGame 4 4 1
3585 nicholas n SecondGame 4 4 1
3586 keegan q SecondGame 5 6 1
3587 nicholas n SecondGame 4 4 1
3588 keegan q SecondGame 5 6 1
3589 nicholas n SecondGame 4 4 1
3590 nicholas n SecondGame 4 4 1
3591 casey f SecondGame 7 8 1
3592 nicholas n SecondGame 4 4 1
3593 keegan q SecondGame 5 6 1
3594 justin y SecondGame 5 6 1
3595 casey f SecondGame 7 8 1
3596 keegan q SecondGame 5 6 1
3597 nicholas n SecondGame 4 4 1
3598 casey f SecondGame 7 8 1
3599 keegan q SecondGame 5 6 1
3600 justin y SecondGame 5 6 1
3601 justin y SecondGame 5 6 1
3602 casey f SecondGame 7 8 1
3603 justin y SecondGame 5 6 1
3604 keegan q SecondGame 5 6 1
3605 nicholas n SecondGame 4 4 1
3606 casey f SecondGame 7 8 1
3607 keegan q SecondGame 5 6 1
3608 nicholas n SecondGame 4 4 1
3609 casey f SecondGame 7 8 1
3610 keegan q SecondGame 5 6 1
3611 casey f SecondGame 7 8 1
3612 abigail z SecondGame #N/A #N/A #N/A
3613 daniel t SecondGame 6 6 0
3614 shane t SecondGame 7 8 1
3615 christina b SecondGame 4 4 0
3616 christina b SecondGame 4 4 0
3617 daniel t SecondGame 6 6 0
3618 abigail z SecondGame #N/A #N/A #N/A
3619 shane t SecondGame 7 8 1
3620 abigail z SecondGame #N/A #N/A #N/A
3621 christina b SecondGame 4 4 0
3622 christina b SecondGame 4 4 0
3623 daniel t SecondGame 6 6 0
3624 shane t SecondGame 7 8 1
3625 abigail z SecondGame #N/A #N/A #N/A
3626 abigail z SecondGame #N/A #N/A #N/A
3627 daniel t SecondGame 6 6 0
3628 daniel t SecondGame 6 6 0
3629 shane t SecondGame 7 8 1
3630 abigail z SecondGame #N/A #N/A #N/A
3631 christina b SecondGame 4 4 0
3632 madeline g SecondGame 7 7 0
3633 daniel t SecondGame 6 6 0
3634 madeline g SecondGame 7 7 0
3635 shane t SecondGame 7 8 1
3636 madeline g SecondGame 7 7 0
3637 abigail z SecondGame #N/A #N/A #N/A
3638 christina b SecondGame 4 4 0
3639 abigail z SecondGame #N/A #N/A #N/A
3640 shane t SecondGame 7 8 1
3641 madeline g SecondGame 7 7 0
3642 abigail z SecondGame #N/A #N/A #N/A
3643 daniel t SecondGame 6 6 0
3644 madeline g SecondGame 7 7 0
3645 shane t SecondGame 7 8 1
3646 christina b SecondGame 4 4 0
3647 abigail z SecondGame #N/A #N/A #N/A
3648 daniel t SecondGame 6 6 0
3649 madeline g SecondGame 7 7 0
3650 shane t SecondGame 7 8 1
3651 madeline g SecondGame 7 7 0
3652 christina b SecondGame 4 4 0
3653 shane t SecondGame 7 8 1
3654 madeline g SecondGame 7 7 0
3655 daniel t SecondGame 6 6 0
3656 shane t SecondGame 7 8 1
3657 abigail z SecondGame #N/A #N/A #N/A
3658 abigail z SecondGame #N/A #N/A #N/A
3659 madeline g SecondGame 7 7 0
3660 madeline g SecondGame 7 7 0
3661 shane t SecondGame 7 8 1
3662 shane t SecondGame 7 8 1
3663 abigail z SecondGame #N/A #N/A #N/A
3664 shane t SecondGame 7 8 1
3665 abigail z SecondGame #N/A #N/A #N/A
3666 abigail z SecondGame #N/A #N/A #N/A
3667 christina b SecondGame 4 4 0
3668 abigail z SecondGame #N/A #N/A #N/A
3669 abigail z SecondGame #N/A #N/A #N/A
3670 abigail z SecondGame #N/A #N/A #N/A
3671 abigail z SecondGame #N/A #N/A #N/A
3672 shane t SecondGame 7 8 1
3673 abigail z SecondGame #N/A #N/A #N/A
3674 abigail z SecondGame #N/A #N/A #N/A
3675 shane t SecondGame 7 8 1
3676 christina b SecondGame 4 4 0
3677 daniel t SecondGame 6 6 0
3678 daniel t SecondGame 6 6 0
3679 christina b SecondGame 4 4 0
3680 madeline g SecondGame 7 7 0
3681 christina b SecondGame 4 4 0
3682 madeline g SecondGame 7 7 0
3683 madeline g SecondGame 7 7 0
3684 shane t SecondGame 7 8 1
3685 abigail z SecondGame #N/A #N/A #N/A
3686 shane t SecondGame 7 8 1
3687 abigail z SecondGame #N/A #N/A #N/A
3688 madeline g SecondGame 7 7 0
3689 abigail z SecondGame #N/A #N/A #N/A
3690 daniel t SecondGame 6 6 0
3691 daniel t SecondGame 6 6 0
3692 shane t SecondGame 7 8 1
3693 abigail z SecondGame #N/A #N/A #N/A
3694 christina b SecondGame 4 4 0
3695 madeline g SecondGame 7 7 0
3696 shane t SecondGame 7 8 1
3697 shane t SecondGame 7 8 1
3698 daniel t SecondGame 6 6 0
3699 shane t SecondGame 7 8 1
3700 abigail z SecondGame #N/A #N/A #N/A
3701 daniel t SecondGame 6 6 0
3702 madeline g SecondGame 7 7 0
3703 christina b SecondGame 4 4 0
3704 christina b SecondGame 4 4 0
3705 shane t SecondGame 7 8 1
3706 brandon f SecondGame 5 6 1
3707 brandon f SecondGame 5 6 1
3708 caitlyn y SecondGame 5 6 1
3709 brandon f SecondGame 5 6 1
3710 brandon f SecondGame 5 6 1
3711 caitlyn y SecondGame 5 6 1
3712 kiana k SecondGame 5 6 1
3713 brandon f SecondGame 5 6 1
3714 brandon f SecondGame 5 6 1
3715 caitlyn y SecondGame 5 6 1
3716 caitlyn y SecondGame 5 6 1
3717 kiana k SecondGame 5 6 1
3718 kiana k SecondGame 5 6 1
3719 caitlyn y SecondGame 5 6 1
3720 brandon f SecondGame 5 6 1
3721 brandon f SecondGame 5 6 1
3722 kiana k SecondGame 5 6 1
3723 brandon f SecondGame 5 6 1
3724 brandon f SecondGame 5 6 1
3725 caitlyn y SecondGame 5 6 1
3726 caitlyn y SecondGame 5 6 1
3727 brandon f SecondGame 5 6 1
3728 brandon f SecondGame 5 6 1
3729 kiana k SecondGame 5 6 1
3730 kiana k SecondGame 5 6 1
3731 kiana k SecondGame 5 6 1
3732 caitlyn y SecondGame 5 6 1
3733 brandon f SecondGame 5 6 1
3734 brandon f SecondGame 5 6 1
3735 brandon f SecondGame 5 6 1
3736 brandon f SecondGame 5 6 1
3737 brandon f SecondGame 5 6 1
3738 brandon f SecondGame 5 6 1
3739 caitlyn y SecondGame 5 6 1
3740 brandon f SecondGame 5 6 1
3741 brandon f SecondGame 5 6 1
3742 kiana k SecondGame 5 6 1
3743 kiana k SecondGame 5 6 1
3744 kiana k SecondGame 5 6 1
3745 brandon f SecondGame 5 6 1
3746 brandon f SecondGame 5 6 1
3747 brandon f SecondGame 5 6 1
3748 brandon f SecondGame 5 6 1
3749 caitlyn y SecondGame 5 6 1
3750 brandon f SecondGame 5 6 1
3751 brandon f SecondGame 5 6 1
3752 caitlyn y SecondGame 5 6 1
3753 nicholas l SecondGame 4 4 1
3754 kiana k SecondGame 5 6 1
3755 kiana k SecondGame 5 6 1
3756 nicholas l SecondGame 4 4 1
3757 nicholas l SecondGame 4 4 1
3758 brandon f SecondGame 5 6 1
3759 brandon f SecondGame 5 6 1
3760 nicholas l SecondGame 4 4 1
3761 brandon f SecondGame 5 6 1
3762 brandon f SecondGame 5 6 1
3763 kiana k SecondGame 5 6 1
3764 kiana k SecondGame 5 6 1
3765 nicholas l SecondGame 4 4 1
3766 nicholas l SecondGame 4 4 1
3767 brandon f SecondGame 5 6 1
3768 brandon f SecondGame 5 6 1
3769 kiana k SecondGame 5 6 1
3770 kiana k SecondGame 5 6 1
3771 nicholas l SecondGame 4 4 1
3772 nicholas l SecondGame 4 4 1
3773 brandon f SecondGame 5 6 1
3774 brandon f SecondGame 5 6 1
3775 kiana k SecondGame 5 6 1
3776 kiana k SecondGame 5 6 1
3777 kiana k SecondGame 5 6 1
3778 nicholas l SecondGame 4 4 1
3779 kiana k SecondGame 5 6 1
3780 nicholas l SecondGame 4 4 1
3781 nicholas l SecondGame 4 4 1
3782 kiana k SecondGame 5 6 1
3783 nicholas l SecondGame 4 4 1
3784 caitlyn y SecondGame 5 6 1
3785 kiana k SecondGame 5 6 1
3786 brandon f SecondGame 5 6 1
3787 brandon f SecondGame 5 6 1
3788 nicholas l SecondGame 4 4 1
3789 kiana k SecondGame 5 6 1
3790 kiana k SecondGame 5 6 1
3791 brandon f SecondGame 5 6 1
3792 brandon f SecondGame 5 6 1
3793 kiana k SecondGame 5 6 1
3794 kiana k SecondGame 5 6 1
3795 kiana k SecondGame 5 6 1
3796 brandon f SecondGame 5 6 1
3797 brandon f SecondGame 5 6 1
3798 kiana k SecondGame 5 6 1
3799 nicholas l SecondGame 4 4 1
3800 kiana k SecondGame 5 6 1
3801 kiana k SecondGame 5 6 1
3802 kiana k SecondGame 5 6 1
3803 kiana k SecondGame 5 6 1
3804 kiana k SecondGame 5 6 1
3805 brandon f SecondGame 5 6 1
3806 brandon f SecondGame 5 6 1
3807 brandon f SecondGame 5 6 1
3808 brandon f SecondGame 5 6 1
3809 kiana k SecondGame 5 6 1
3810 kiana k SecondGame 5 6 1
3811 kiana k SecondGame 5 6 1
3812 brandon f SecondGame 5 6 1
3813 brandon f SecondGame 5 6 1
3814 kiana k SecondGame 5 6 1
3815 brandon f SecondGame 5 6 1
3816 brandon f SecondGame 5 6 1
3817 kiana k SecondGame 5 6 1
3818 kiana k SecondGame 5 6 1
3819 brandon f SecondGame 5 6 1
3820 brandon f SecondGame 5 6 1
3821 kiana k SecondGame 5 6 1
3822 brandon f SecondGame 5 6 1
3823 brandon f SecondGame 5 6 1
3824 caitlyn y SecondGame 5 6 1
C.Level.Pre NewC.Change C.Change Timestamp ActivityNumber
1 High.Pre Pos.Change Pos.Change 9/17/2013 9:43 1
2 High.Pre Pos.Change Pos.Change 9/17/2013 9:44 1
3 Low.Pre Pos.Change Pos.Change 9/17/2013 9:46 1
4 Low.Pre Pos.Change Pos.Change 9/17/2013 9:58 1
5 Low.Pre Pos.Change Pos.Change 9/17/2013 9:58 1
6 Low.Pre No.Change Neg.Change 9/19/2013 9:40 1
7 Low.Pre No.Change Neg.Change 9/19/2013 9:41 1
8 Low.Pre Pos.Change Pos.Change 9/19/2013 9:45 1
9 Low.Pre Pos.Change Pos.Change 9/19/2013 9:45 1
10 High.Pre Pos.Change Pos.Change 9/19/2013 9:45 1
11 Low.Pre No.Change Neg.Change 9/19/2013 9:46 1
12 High.Pre Pos.Change Pos.Change 9/19/2013 10:01 3
13 High.Pre Pos.Change Pos.Change 9/19/2013 10:03 3
14 High.Pre Pos.Change Pos.Change 9/23/2013 15:03 3
15 High.Pre Pos.Change Pos.Change 9/24/2013 9:40 4
16 High.Pre Pos.Change Pos.Change 9/24/2013 9:45 4
17 High.Pre Pos.Change Pos.Change 9/24/2013 10:01 4
18 Low.Pre Pos.Change Pos.Change 9/24/2013 10:04 5
19 Low.Pre Pos.Change Pos.Change 9/24/2013 10:04 5
20 High.Pre Pos.Change Pos.Change 9/24/2013 10:05 5
21 High.Pre Pos.Change Pos.Change 9/24/2013 10:06 5
22 Low.Pre Pos.Change Pos.Change 9/24/2013 10:06 5
23 Low.Pre Pos.Change Pos.Change 9/24/2013 10:06 5
24 High.Pre Pos.Change Pos.Change 9/24/2013 10:07 5
25 High.Pre Pos.Change Pos.Change 9/24/2013 10:07 5
26 Low.Pre Pos.Change Pos.Change 9/24/2013 10:07 5
27 Low.Pre Pos.Change Pos.Change 9/24/2013 10:07 5
28 Low.Pre Pos.Change Pos.Change 9/24/2013 10:09 5
29 Low.Pre Pos.Change Pos.Change 9/24/2013 10:09 5
30 High.Pre Pos.Change Pos.Change 9/24/2013 10:10 5
31 Low.Pre Pos.Change Pos.Change 9/24/2013 10:10 5
32 Low.Pre Pos.Change Pos.Change 9/24/2013 10:10 5
33 High.Pre Pos.Change Pos.Change 9/24/2013 10:11 5
34 Low.Pre Pos.Change Pos.Change 9/24/2013 10:12 5
35 Low.Pre Pos.Change Pos.Change 9/24/2013 10:12 5
36 High.Pre Pos.Change Pos.Change 9/24/2013 10:13 5
37 High.Pre Pos.Change Pos.Change 9/24/2013 10:16 5
38 Low.Pre Pos.Change Pos.Change 9/24/2013 10:17 5
39 Low.Pre Pos.Change Pos.Change 9/24/2013 10:17 5
40 High.Pre Pos.Change Pos.Change 9/24/2013 10:19 5
41 High.Pre Pos.Change Pos.Change 9/24/2013 10:22 5
42 High.Pre Pos.Change Pos.Change 9/24/2013 13:15 5
43 High.Pre Pos.Change Pos.Change 10/1/2013 9:35 5
44 Low.Pre Pos.Change Pos.Change 10/1/2013 9:35 5
45 Low.Pre Pos.Change Pos.Change 10/1/2013 9:35 5
46 High.Pre Pos.Change Pos.Change 10/1/2013 9:36 5
47 High.Pre Pos.Change Pos.Change 10/1/2013 9:38 5
48 High.Pre Pos.Change Pos.Change 10/1/2013 9:42 5
49 High.Pre Pos.Change Pos.Change 10/1/2013 9:43 5
50 High.Pre Pos.Change Pos.Change 10/1/2013 9:44 5
51 High.Pre Pos.Change Pos.Change 10/1/2013 9:46 5
52 Low.Pre Pos.Change Pos.Change 10/1/2013 9:47 5
53 Low.Pre Pos.Change Pos.Change 10/1/2013 9:47 5
54 High.Pre Pos.Change Pos.Change 10/1/2013 9:49 5
55 High.Pre Pos.Change Pos.Change 10/1/2013 9:49 5
56 High.Pre Pos.Change Pos.Change 10/1/2013 9:50 5
57 Low.Pre Pos.Change Pos.Change 10/1/2013 9:51 5
58 Low.Pre Pos.Change Pos.Change 10/1/2013 9:51 5
59 High.Pre Pos.Change Pos.Change 10/1/2013 9:51 5
60 High.Pre Pos.Change Pos.Change 10/1/2013 9:51 5
61 High.Pre Pos.Change Pos.Change 10/1/2013 9:53 5
62 Low.Pre Pos.Change Pos.Change 10/1/2013 9:53 5
63 Low.Pre Pos.Change Pos.Change 10/1/2013 9:53 5
64 High.Pre Pos.Change Pos.Change 10/1/2013 9:55 5
65 Low.Pre Pos.Change Pos.Change 10/1/2013 9:56 5
66 Low.Pre Pos.Change Pos.Change 10/1/2013 9:56 5
67 High.Pre Pos.Change Pos.Change 10/1/2013 9:56 5
68 High.Pre Pos.Change Pos.Change 10/1/2013 9:56 5
69 High.Pre Pos.Change Pos.Change 10/1/2013 9:57 5
70 High.Pre Pos.Change Pos.Change 10/1/2013 9:59 5
71 Low.Pre Pos.Change Pos.Change 10/1/2013 9:59 5
72 Low.Pre Pos.Change Pos.Change 10/1/2013 9:59 5
73 Low.Pre Pos.Change Pos.Change 10/1/2013 10:00 5
74 Low.Pre Pos.Change Pos.Change 10/1/2013 10:00 5
75 High.Pre Pos.Change Pos.Change 10/1/2013 10:00 5
76 High.Pre Pos.Change Pos.Change 10/1/2013 10:02 5
77 Low.Pre Pos.Change Pos.Change 10/1/2013 10:03 5
78 Low.Pre Pos.Change Pos.Change 10/1/2013 10:04 5
79 Low.Pre Pos.Change Pos.Change 10/1/2013 10:04 5
80 High.Pre Pos.Change Pos.Change 10/1/2013 10:04 5
81 Low.Pre Pos.Change Pos.Change 10/1/2013 10:05 5
82 Low.Pre Pos.Change Pos.Change 10/1/2013 10:05 5
83 High.Pre Pos.Change Pos.Change 10/1/2013 10:05 5
84 High.Pre Pos.Change Pos.Change 10/1/2013 10:05 5
85 High.Pre Pos.Change Pos.Change 10/1/2013 10:06 5
86 High.Pre Pos.Change Pos.Change 10/1/2013 10:06 5
87 Low.Pre Pos.Change Pos.Change 10/1/2013 10:06 5
88 Low.Pre Pos.Change Pos.Change 10/1/2013 10:06 5
89 High.Pre Pos.Change Pos.Change 10/1/2013 10:06 5
90 High.Pre Pos.Change Pos.Change 10/1/2013 10:08 5
91 Low.Pre Pos.Change Pos.Change 10/3/2013 9:33 6
92 Low.Pre Pos.Change Pos.Change 10/3/2013 9:33 6
93 High.Pre Pos.Change Pos.Change 10/3/2013 9:37 7
94 High.Pre Pos.Change Pos.Change 10/3/2013 9:46 7
95 Low.Pre Pos.Change Pos.Change 10/3/2013 9:48 7
96 Low.Pre Pos.Change Pos.Change 10/3/2013 9:48 7
97 High.Pre Pos.Change Pos.Change 10/3/2013 9:50 7
98 High.Pre Pos.Change Pos.Change 10/3/2013 9:51 7
99 Low.Pre Pos.Change Pos.Change 10/3/2013 9:51 7
100 Low.Pre Pos.Change Pos.Change 10/3/2013 9:52 7
101 Low.Pre Pos.Change Pos.Change 10/3/2013 9:52 7
102 Low.Pre Pos.Change Pos.Change 10/3/2013 9:52 7
103 High.Pre Pos.Change Pos.Change 10/3/2013 9:53 7
104 High.Pre Pos.Change Pos.Change 10/3/2013 9:54 7
105 Low.Pre Pos.Change Pos.Change 10/3/2013 9:56 7
106 Low.Pre Pos.Change Pos.Change 10/3/2013 9:56 7
107 High.Pre Pos.Change Pos.Change 10/3/2013 9:57 7
108 High.Pre Pos.Change Pos.Change 10/3/2013 9:57 7
109 High.Pre Pos.Change Pos.Change 10/3/2013 10:23 7
110 Low.Pre Pos.Change Pos.Change 10/3/2013 10:24 8
111 Low.Pre Pos.Change Pos.Change 10/3/2013 10:24 8
112 Low.Pre Pos.Change Pos.Change 10/3/2013 10:34 8
113 Low.Pre Pos.Change Pos.Change 10/3/2013 10:34 8
114 Low.Pre Pos.Change Pos.Change 10/3/2013 10:37 8
115 Low.Pre Pos.Change Pos.Change 10/3/2013 10:37 8
116 Low.Pre Pos.Change Pos.Change 10/8/2013 9:30 8
117 Low.Pre Pos.Change Pos.Change 10/8/2013 9:30 8
118 High.Pre Pos.Change Pos.Change 10/8/2013 9:32 8
119 High.Pre Pos.Change Pos.Change 10/8/2013 9:32 8
120 High.Pre Pos.Change Pos.Change 10/8/2013 9:35 8
121 Low.Pre Pos.Change Pos.Change 10/8/2013 9:39 8
122 Low.Pre Pos.Change Pos.Change 10/8/2013 9:39 8
123 High.Pre Pos.Change Pos.Change 10/8/2013 9:40 8
124 Low.Pre Pos.Change Pos.Change 10/8/2013 9:41 8
125 Low.Pre Pos.Change Pos.Change 10/8/2013 9:41 8
126 High.Pre Pos.Change Pos.Change 10/8/2013 9:43 8
127 Low.Pre Pos.Change Pos.Change 10/8/2013 9:44 9
128 High.Pre Pos.Change Pos.Change 10/8/2013 9:46 9
129 High.Pre Pos.Change Pos.Change 10/8/2013 9:47 9
130 Low.Pre Pos.Change Pos.Change 10/8/2013 9:48 9
131 Low.Pre Pos.Change Pos.Change 10/8/2013 9:48 9
132 Low.Pre No.Change Neg.Change 10/8/2013 9:49 9
133 High.Pre Pos.Change Pos.Change 10/8/2013 9:49 9
134 High.Pre Pos.Change Pos.Change 10/8/2013 9:49 9
135 High.Pre Pos.Change Pos.Change 10/8/2013 9:50 9
136 High.Pre Pos.Change Pos.Change 10/8/2013 9:51 9
137 Low.Pre Pos.Change Pos.Change 10/8/2013 9:51 9
138 Low.Pre Pos.Change Pos.Change 10/8/2013 9:51 9
139 Low.Pre Pos.Change Pos.Change 10/8/2013 9:51 9
140 High.Pre Pos.Change Pos.Change 10/8/2013 9:53 9
141 Low.Pre Pos.Change Pos.Change 10/8/2013 9:53 9
142 Low.Pre Pos.Change Pos.Change 10/8/2013 9:53 9
143 High.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
144 Low.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
145 Low.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
146 Low.Pre Pos.Change Pos.Change 10/8/2013 9:55 9
147 Low.Pre Pos.Change Pos.Change 10/8/2013 9:55 9
148 High.Pre Pos.Change Pos.Change 10/8/2013 9:56 9
149 Low.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
150 Low.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
151 High.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
152 High.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
153 High.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
154 Low.Pre Pos.Change Pos.Change 10/8/2013 9:59 9
155 High.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
156 High.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
157 High.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
158 High.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
159 Low.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
160 Low.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
161 Low.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
162 Low.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
163 High.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
164 High.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
165 High.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
166 High.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
167 Low.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
168 Low.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
169 Low.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
170 Low.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
171 High.Pre Pos.Change Pos.Change 10/8/2013 10:03 9
172 High.Pre Pos.Change Pos.Change 10/8/2013 10:03 9
173 Low.Pre Pos.Change Pos.Change 10/8/2013 10:03 9
174 High.Pre Pos.Change Pos.Change 10/8/2013 10:04 9
175 High.Pre Pos.Change Pos.Change 10/8/2013 10:04 9
176 High.Pre Pos.Change Pos.Change 10/8/2013 10:04 9
177 High.Pre Pos.Change Pos.Change 10/8/2013 10:18 9
178 Low.Pre Pos.Change Pos.Change 10/8/2013 10:19 9
179 Low.Pre Pos.Change Pos.Change 10/8/2013 10:19 9
180 High.Pre Pos.Change Pos.Change 10/8/2013 10:20 9
181 High.Pre Pos.Change Pos.Change 10/8/2013 10:20 9
182 Low.Pre Pos.Change Pos.Change 10/8/2013 10:21 9
183 Low.Pre Pos.Change Pos.Change 10/8/2013 10:21 9
184 High.Pre Pos.Change Pos.Change 10/8/2013 10:22 9
185 Low.Pre Pos.Change Pos.Change 10/8/2013 10:22 9
186 Low.Pre Pos.Change Pos.Change 10/8/2013 10:22 9
187 High.Pre Pos.Change Pos.Change 10/8/2013 10:23 9
188 High.Pre Pos.Change Pos.Change 10/8/2013 10:23 9
189 High.Pre Pos.Change Pos.Change 10/8/2013 10:23 9
190 High.Pre Pos.Change Pos.Change 10/8/2013 10:23 9
191 High.Pre Pos.Change Pos.Change 10/8/2013 10:23 9
192 Low.Pre Pos.Change Pos.Change 10/8/2013 10:25 9
193 Low.Pre Pos.Change Pos.Change 10/8/2013 10:25 9
194 High.Pre Pos.Change Pos.Change 10/8/2013 10:26 9
195 High.Pre Pos.Change Pos.Change 10/8/2013 10:26 9
196 High.Pre Pos.Change Pos.Change 10/8/2013 10:26 9
197 Low.Pre Pos.Change Pos.Change 10/8/2013 10:27 9
198 Low.Pre Pos.Change Pos.Change 10/8/2013 10:27 9
199 High.Pre Pos.Change Pos.Change 10/8/2013 10:28 9
200 Low.Pre Pos.Change Pos.Change 10/8/2013 10:28 9
201 Low.Pre Pos.Change Pos.Change 10/8/2013 10:28 9
202 High.Pre Pos.Change Pos.Change 10/8/2013 10:29 9
203 Low.Pre Pos.Change Pos.Change 10/8/2013 10:30 9
204 Low.Pre Pos.Change Pos.Change 10/8/2013 10:30 9
205 Low.Pre Pos.Change Pos.Change 10/8/2013 10:32 9
206 Low.Pre Pos.Change Pos.Change 10/8/2013 10:32 9
207 Low.Pre Pos.Change Pos.Change 10/8/2013 10:32 9
208 Low.Pre Pos.Change Pos.Change 10/8/2013 10:32 9
209 High.Pre Pos.Change Pos.Change 10/8/2013 10:33 9
210 High.Pre Pos.Change Pos.Change 10/8/2013 10:36 9
211 Low.Pre Pos.Change Pos.Change 10/8/2013 10:36 9
212 Low.Pre Pos.Change Pos.Change 10/8/2013 10:36 9
213 High.Pre Pos.Change Pos.Change 10/8/2013 10:37 9
214 Low.Pre Pos.Change Pos.Change 10/8/2013 10:37 9
215 Low.Pre Pos.Change Pos.Change 10/8/2013 10:37 9
216 Low.Pre Pos.Change Pos.Change 10/8/2013 10:38 9
217 Low.Pre Pos.Change Pos.Change 10/8/2013 10:38 9
218 High.Pre Pos.Change Pos.Change 10/8/2013 10:39 9
219 Low.Pre Pos.Change Pos.Change 10/8/2013 10:41 9
220 Low.Pre Pos.Change Pos.Change 10/8/2013 10:41 9
221 High.Pre Pos.Change Pos.Change 10/8/2013 10:45 9
222 Low.Pre Pos.Change Pos.Change 10/8/2013 20:39 9
223 Low.Pre Pos.Change Pos.Change 10/8/2013 20:39 9
224 Low.Pre Pos.Change Pos.Change 10/8/2013 20:41 9
225 Low.Pre Pos.Change Pos.Change 10/8/2013 20:41 9
226 Low.Pre Pos.Change Pos.Change 10/8/2013 20:45 9
227 Low.Pre Pos.Change Pos.Change 10/8/2013 20:45 9
228 Low.Pre Pos.Change Pos.Change 10/8/2013 21:04 9
229 Low.Pre Pos.Change Pos.Change 10/8/2013 21:04 9
230 Low.Pre Pos.Change Pos.Change 10/8/2013 21:06 9
231 Low.Pre Pos.Change Pos.Change 10/8/2013 21:06 9
232 High.Pre Pos.Change Pos.Change 10/9/2013 17:36 9
233 High.Pre Pos.Change Pos.Change 10/9/2013 17:36 9
234 Low.Pre Pos.Change Pos.Change 10/9/2013 18:45 9
235 Low.Pre Pos.Change Pos.Change 10/9/2013 18:45 9
236 High.Pre Pos.Change Pos.Change 10/10/2013 9:33 9
237 Low.Pre Pos.Change Pos.Change 10/10/2013 9:33 10
238 Low.Pre Pos.Change Pos.Change 10/10/2013 9:33 10
239 High.Pre Pos.Change Pos.Change 10/10/2013 9:34 10
240 High.Pre Pos.Change Pos.Change 10/10/2013 9:35 10
241 Low.Pre Pos.Change Pos.Change 10/10/2013 9:35 10
242 Low.Pre Pos.Change Pos.Change 10/10/2013 9:35 10
243 High.Pre Pos.Change Pos.Change 10/10/2013 9:36 10
244 High.Pre Pos.Change Pos.Change 10/10/2013 9:47 10
245 High.Pre Pos.Change Pos.Change 10/10/2013 9:49 10
246 Low.Pre Pos.Change Pos.Change 10/10/2013 10:05 10
247 Low.Pre Pos.Change Pos.Change 10/10/2013 10:05 10
248 High.Pre Pos.Change Pos.Change 10/10/2013 10:07 10
249 High.Pre Pos.Change Pos.Change 10/10/2013 10:09 11
250 Low.Pre Pos.Change Pos.Change 10/10/2013 10:10 11
251 Low.Pre Pos.Change Pos.Change 10/10/2013 10:10 11
252 Low.Pre Pos.Change Pos.Change 10/10/2013 10:11 11
253 Low.Pre Pos.Change Pos.Change 10/10/2013 10:11 11
254 Low.Pre Pos.Change Pos.Change 10/10/2013 10:11 11
255 High.Pre Pos.Change Pos.Change 10/10/2013 10:12 11
256 High.Pre Pos.Change Pos.Change 10/10/2013 10:12 11
257 Low.Pre Pos.Change Pos.Change 10/10/2013 10:12 11
258 Low.Pre Pos.Change Pos.Change 10/10/2013 10:12 11
259 High.Pre Pos.Change Pos.Change 10/10/2013 10:13 11
260 High.Pre Pos.Change Pos.Change 10/10/2013 10:14 11
261 Low.Pre Pos.Change Pos.Change 10/10/2013 10:15 11
262 Low.Pre Pos.Change Pos.Change 10/10/2013 10:15 11
263 Low.Pre Pos.Change Pos.Change 10/10/2013 10:15 11
264 High.Pre Pos.Change Pos.Change 10/10/2013 10:16 11
265 Low.Pre Pos.Change Pos.Change 10/10/2013 10:16 11
266 Low.Pre Pos.Change Pos.Change 10/10/2013 10:16 11
267 Low.Pre Pos.Change Pos.Change 10/10/2013 10:17 11
268 Low.Pre Pos.Change Pos.Change 10/10/2013 10:17 11
269 High.Pre Pos.Change Pos.Change 10/10/2013 10:18 11
270 Low.Pre Pos.Change Pos.Change 10/10/2013 10:19 11
271 Low.Pre Pos.Change Pos.Change 10/10/2013 10:19 11
272 High.Pre Pos.Change Pos.Change 10/10/2013 10:20 11
273 Low.Pre Pos.Change Pos.Change 10/10/2013 10:20 11
274 Low.Pre Pos.Change Pos.Change 10/10/2013 10:20 11
275 High.Pre Pos.Change Pos.Change 10/10/2013 10:21 11
276 High.Pre Pos.Change Pos.Change 10/10/2013 10:21 11
277 Low.Pre Pos.Change Pos.Change 10/10/2013 10:22 11
278 Low.Pre Pos.Change Pos.Change 10/10/2013 10:22 11
279 Low.Pre Pos.Change Pos.Change 10/10/2013 10:22 11
280 High.Pre Pos.Change Pos.Change 10/10/2013 10:24 11
281 High.Pre Pos.Change Pos.Change 10/10/2013 10:26 11
282 High.Pre Pos.Change Pos.Change 10/15/2013 9:31 11
283 Low.Pre Pos.Change Pos.Change 10/15/2013 9:34 11
284 Low.Pre Pos.Change Pos.Change 10/15/2013 9:34 11
285 Low.Pre Pos.Change Pos.Change 10/15/2013 9:35 11
286 Low.Pre Pos.Change Pos.Change 10/15/2013 9:35 11
287 High.Pre Pos.Change Pos.Change 10/15/2013 9:36 11
288 Low.Pre No.Change Neg.Change 10/15/2013 9:37 11
289 High.Pre Pos.Change Pos.Change 10/15/2013 9:40 11
290 High.Pre Pos.Change Pos.Change 10/15/2013 9:51 11
291 High.Pre Pos.Change Pos.Change 10/15/2013 9:52 11
292 Low.Pre No.Change Neg.Change 10/15/2013 9:55 11
293 High.Pre Pos.Change Pos.Change 10/15/2013 9:56 11
294 Low.Pre Pos.Change Pos.Change 10/15/2013 9:58 11
295 Low.Pre Pos.Change Pos.Change 10/15/2013 9:58 11
296 High.Pre Pos.Change Pos.Change 10/15/2013 9:59 11
297 Low.Pre Pos.Change Pos.Change 10/15/2013 10:19 11
298 Low.Pre Pos.Change Pos.Change 10/15/2013 10:19 11
299 High.Pre Pos.Change Pos.Change 9/17/2013 9:46 1
300 Low.Pre Pos.Change Pos.Change 9/17/2013 10:00 1
301 Low.Pre Pos.Change Pos.Change 9/17/2013 10:03 1
302 High.Pre No.Change Neg.Change 9/17/2013 10:05 1
303 High.Pre Pos.Change Pos.Change 9/17/2013 10:06 1
304 Low.Pre Pos.Change Pos.Change 9/17/2013 10:11 1
305 High.Pre Pos.Change Pos.Change 9/19/2013 10:21 3
306 Low.Pre Pos.Change Pos.Change 9/23/2013 23:44 3
307 Low.Pre Pos.Change Pos.Change 9/24/2013 9:34 3
308 Low.Pre Pos.Change Pos.Change 9/24/2013 9:35 3
309 Low.Pre Pos.Change Pos.Change 9/24/2013 9:40 3
310 Low.Pre Pos.Change Pos.Change 9/24/2013 9:50 3
311 Low.Pre Pos.Change Pos.Change 9/24/2013 9:50 3
312 Low.Pre Pos.Change Pos.Change 9/24/2013 9:51 3
313 Low.Pre Pos.Change Pos.Change 9/24/2013 9:55 3
314 Low.Pre Pos.Change Pos.Change 9/24/2013 9:55 3
315 Low.Pre Pos.Change Pos.Change 9/24/2013 9:57 3
316 Low.Pre Pos.Change Pos.Change 9/24/2013 10:03 3
317 Low.Pre Pos.Change Pos.Change 9/24/2013 10:05 3
318 Low.Pre Pos.Change Pos.Change 9/24/2013 10:06 3
319 Low.Pre Pos.Change Pos.Change 9/24/2013 10:06 3
320 Low.Pre Pos.Change Pos.Change 9/24/2013 10:06 3
321 Low.Pre Pos.Change Pos.Change 9/24/2013 10:07 3
322 Low.Pre Pos.Change Pos.Change 9/24/2013 10:10 3
323 Low.Pre Pos.Change Pos.Change 9/24/2013 10:14 3
324 Low.Pre Pos.Change Pos.Change 9/24/2013 10:22 3
325 High.Pre Pos.Change Pos.Change 9/24/2013 10:24 4
326 Low.Pre Pos.Change Pos.Change 9/24/2013 10:26 3
327 Low.Pre Pos.Change Pos.Change 9/24/2013 15:24 3
328 Low.Pre Pos.Change Pos.Change 9/27/2013 17:30 4
329 High.Pre Pos.Change Pos.Change 9/28/2013 20:15 4
330 Low.Pre Pos.Change Pos.Change 9/29/2013 12:35 4
331 High.Pre Pos.Change Pos.Change 10/1/2013 9:33 4
332 Low.Pre Pos.Change Pos.Change 10/1/2013 9:34 4
333 Low.Pre Pos.Change Pos.Change 10/1/2013 9:34 4
334 Low.Pre Pos.Change Pos.Change 10/1/2013 9:35 4
335 Low.Pre Pos.Change Pos.Change 10/1/2013 9:35 4
336 Low.Pre Pos.Change Pos.Change 10/1/2013 9:39 4
337 High.Pre No.Change Neg.Change 10/1/2013 9:40 4
338 High.Pre No.Change Neg.Change 10/1/2013 9:47 5
339 Low.Pre Pos.Change Pos.Change 10/1/2013 9:48 5
340 Low.Pre Pos.Change Pos.Change 10/1/2013 9:49 5
341 Low.Pre Pos.Change Pos.Change 10/1/2013 9:49 5
342 High.Pre Pos.Change Pos.Change 10/1/2013 9:49 5
343 High.Pre No.Change Neg.Change 10/1/2013 9:51 5
344 High.Pre Pos.Change Pos.Change 10/1/2013 9:51 5
345 High.Pre No.Change Neg.Change 10/1/2013 9:54 5
346 Low.Pre Pos.Change Pos.Change 10/1/2013 9:55 5
347 Low.Pre Pos.Change Pos.Change 10/1/2013 9:56 5
348 High.Pre Pos.Change Pos.Change 10/1/2013 9:56 5
349 High.Pre No.Change Neg.Change 10/1/2013 9:57 5
350 High.Pre Pos.Change Pos.Change 10/1/2013 9:57 5
351 High.Pre No.Change Neg.Change 10/1/2013 10:00 5
352 Low.Pre Pos.Change Pos.Change 10/1/2013 10:01 5
353 High.Pre No.Change Neg.Change 10/1/2013 10:03 5
354 High.Pre Pos.Change Pos.Change 10/1/2013 10:03 5
355 High.Pre Pos.Change Pos.Change 10/1/2013 10:04 5
356 High.Pre No.Change Neg.Change 10/1/2013 10:05 5
357 Low.Pre Pos.Change Pos.Change 10/1/2013 10:07 5
358 High.Pre No.Change Neg.Change 10/1/2013 10:11 5
359 High.Pre Pos.Change Pos.Change 10/1/2013 10:12 5
360 Low.Pre Pos.Change Pos.Change 10/1/2013 10:15 5
361 High.Pre Pos.Change Pos.Change 10/1/2013 10:15 5
362 Low.Pre Pos.Change Pos.Change 10/1/2013 10:15 5
363 Low.Pre Pos.Change Pos.Change 10/1/2013 10:16 5
364 High.Pre No.Change Neg.Change 10/1/2013 10:17 5
365 High.Pre Pos.Change Pos.Change 10/1/2013 10:25 5
366 High.Pre Pos.Change Pos.Change 10/1/2013 10:26 5
367 High.Pre Pos.Change Pos.Change 10/1/2013 11:47 6
368 High.Pre Pos.Change Pos.Change 10/1/2013 11:47 6
369 High.Pre Pos.Change Pos.Change 10/1/2013 11:47 6
370 High.Pre Pos.Change Pos.Change 10/1/2013 11:48 6
371 High.Pre Pos.Change Pos.Change 10/2/2013 15:35 6
372 Low.Pre Pos.Change Pos.Change 10/3/2013 9:38 6
373 Low.Pre Pos.Change Pos.Change 10/3/2013 9:48 7
374 Low.Pre Pos.Change Pos.Change 10/3/2013 9:49 7
375 High.Pre Pos.Change Pos.Change 10/3/2013 9:49 7
376 Low.Pre Pos.Change Pos.Change 10/3/2013 9:50 7
377 High.Pre Pos.Change Pos.Change 10/3/2013 9:52 7
378 Low.Pre Pos.Change Pos.Change 10/3/2013 9:53 7
379 Low.Pre Pos.Change Pos.Change 10/3/2013 9:54 7
380 Low.Pre Pos.Change Pos.Change 10/3/2013 9:56 7
381 High.Pre No.Change Neg.Change 10/3/2013 10:00 7
382 High.Pre Pos.Change Pos.Change 10/3/2013 10:20 8
383 Low.Pre Pos.Change Pos.Change 10/8/2013 9:29 8
384 High.Pre Pos.Change Pos.Change 10/8/2013 9:44 9
385 High.Pre Pos.Change Pos.Change 10/8/2013 9:46 9
386 Low.Pre Pos.Change Pos.Change 10/8/2013 9:47 9
387 High.Pre Pos.Change Pos.Change 10/8/2013 9:47 9
388 High.Pre Pos.Change Pos.Change 10/8/2013 9:50 9
389 Low.Pre Pos.Change Pos.Change 10/8/2013 9:51 9
390 Low.Pre Pos.Change Pos.Change 10/8/2013 9:51 9
391 Low.Pre Pos.Change Pos.Change 10/8/2013 9:52 9
392 High.Pre Pos.Change Pos.Change 10/8/2013 9:55 9
393 Low.Pre Pos.Change Pos.Change 10/8/2013 9:57 9
394 High.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
395 High.Pre Pos.Change Pos.Change 10/8/2013 9:59 9
396 Low.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
397 High.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
398 High.Pre No.Change Neg.Change 10/8/2013 10:05 9
399 Low.Pre Pos.Change Pos.Change 10/8/2013 10:18 9
400 Low.Pre Pos.Change Pos.Change 10/8/2013 10:18 9
401 High.Pre No.Change Neg.Change 10/8/2013 10:19 9
402 Low.Pre Pos.Change Pos.Change 10/8/2013 10:19 9
403 High.Pre Pos.Change Pos.Change 10/8/2013 10:20 9
404 High.Pre Pos.Change Pos.Change 10/8/2013 10:21 9
405 Low.Pre Pos.Change Pos.Change 10/8/2013 10:21 9
406 Low.Pre Pos.Change Pos.Change 10/8/2013 10:22 9
407 Low.Pre Pos.Change Pos.Change 10/8/2013 10:22 9
408 Low.Pre Pos.Change Pos.Change 10/8/2013 10:24 9
409 High.Pre No.Change Neg.Change 10/8/2013 10:25 9
410 Low.Pre Pos.Change Pos.Change 10/8/2013 10:26 9
411 High.Pre Pos.Change Pos.Change 10/8/2013 10:29 9
412 High.Pre Pos.Change Pos.Change 10/8/2013 10:32 9
413 High.Pre No.Change Neg.Change 10/8/2013 10:34 9
414 High.Pre Pos.Change Pos.Change 10/8/2013 10:34 9
415 High.Pre No.Change Neg.Change 10/8/2013 10:36 9
416 Low.Pre Pos.Change Pos.Change 10/8/2013 10:40 9
417 High.Pre No.Change Neg.Change 10/8/2013 15:29 9
418 Low.Pre Pos.Change Pos.Change 10/8/2013 15:43 9
419 Low.Pre Pos.Change Pos.Change 10/8/2013 16:57 9
420 High.Pre Pos.Change Pos.Change 10/8/2013 20:39 9
421 Low.Pre Pos.Change Pos.Change 10/8/2013 23:06 9
422 High.Pre Pos.Change Pos.Change 10/9/2013 7:57 9
423 Low.Pre Pos.Change Pos.Change 10/9/2013 22:17 9
424 Low.Pre Pos.Change Pos.Change 10/10/2013 9:30 9
425 High.Pre Pos.Change Pos.Change 10/10/2013 9:32 9
426 High.Pre Pos.Change Pos.Change 10/10/2013 9:34 9
427 High.Pre Pos.Change Pos.Change 10/10/2013 10:00 10
428 Low.Pre Pos.Change Pos.Change 10/10/2013 10:02 10
429 Low.Pre Pos.Change Pos.Change 10/10/2013 10:03 10
430 High.Pre Pos.Change Pos.Change 10/10/2013 10:11 11
431 High.Pre Pos.Change Pos.Change 10/10/2013 10:13 11
432 High.Pre No.Change Neg.Change 10/10/2013 10:13 11
433 Low.Pre Pos.Change Pos.Change 10/10/2013 10:13 11
434 High.Pre No.Change Neg.Change 10/10/2013 10:14 11
435 High.Pre Pos.Change Pos.Change 10/10/2013 10:15 11
436 High.Pre No.Change Neg.Change 10/10/2013 10:17 11
437 Low.Pre Pos.Change Pos.Change 10/10/2013 10:17 11
438 High.Pre Pos.Change Pos.Change 10/10/2013 10:17 11
439 High.Pre Pos.Change Pos.Change 10/10/2013 10:17 11
440 Low.Pre Pos.Change Pos.Change 10/10/2013 10:20 11
441 High.Pre Pos.Change Pos.Change 10/10/2013 10:20 11
442 High.Pre No.Change Neg.Change 10/10/2013 10:23 11
443 Low.Pre Pos.Change Pos.Change 10/10/2013 10:24 11
444 High.Pre Pos.Change Pos.Change 10/10/2013 10:26 11
445 High.Pre Pos.Change Pos.Change 10/10/2013 10:28 11
446 High.Pre No.Change Neg.Change 10/15/2013 9:33 11
447 Low.Pre Pos.Change Pos.Change 10/15/2013 9:35 11
448 Low.Pre Pos.Change Pos.Change 10/15/2013 9:36 11
449 Low.Pre Pos.Change Pos.Change 10/15/2013 9:37 11
450 High.Pre Pos.Change Pos.Change 10/15/2013 9:44 11
451 Low.Pre Pos.Change Pos.Change 10/15/2013 9:49 11
452 Low.Pre Pos.Change Pos.Change 10/15/2013 9:51 11
453 High.Pre Pos.Change Pos.Change 10/15/2013 9:51 11
454 Low.Pre Pos.Change Pos.Change 10/15/2013 9:52 11
455 High.Pre No.Change Pos.Change 9/17/2013 9:45 1
456 High.Pre Pos.Change Pos.Change 9/17/2013 9:48 1
457 Low.Pre Pos.Change Pos.Change 9/17/2013 9:50 1
458 High.Pre No.Change Pos.Change 9/17/2013 9:54 1
459 Low.Pre Pos.Change Pos.Change 9/19/2013 9:36 2
460 High.Pre Pos.Change Pos.Change 9/19/2013 9:46 1
461 Low.Pre Pos.Change Pos.Change 9/19/2013 9:51 2
462 High.Pre Pos.Change Pos.Change 9/19/2013 9:54 1
463 Low.Pre Pos.Change Pos.Change 9/19/2013 9:54 2
464 High.Pre No.Change Pos.Change 9/24/2013 9:45 1
465 High.Pre No.Change Pos.Change 9/24/2013 9:47 1
466 High.Pre No.Change Pos.Change 9/24/2013 9:52 1
467 Low.Pre Pos.Change Pos.Change 9/24/2013 9:59 4
468 High.Pre Pos.Change Pos.Change 9/24/2013 10:00 4
469 Low.Pre Pos.Change Pos.Change 9/24/2013 10:06 5
470 Low.Pre Pos.Change Pos.Change 9/24/2013 10:06 5
471 High.Pre No.Change Pos.Change 9/24/2013 10:08 3
472 Low.Pre Pos.Change Pos.Change 9/24/2013 10:08 5
473 Low.Pre Pos.Change Pos.Change 9/24/2013 10:09 5
474 Low.Pre Pos.Change Pos.Change 9/24/2013 10:10 5
475 Low.Pre Pos.Change Pos.Change 9/24/2013 10:11 5
476 High.Pre Pos.Change Pos.Change 9/24/2013 10:14 5
477 High.Pre Pos.Change Pos.Change 9/24/2013 10:16 4
478 High.Pre No.Change Pos.Change 9/24/2013 10:21 3
479 High.Pre Pos.Change Pos.Change 9/24/2013 10:26 4
480 High.Pre Pos.Change Pos.Change 9/26/2013 11:29 4
481 Low.Pre Pos.Change Pos.Change 10/1/2013 9:32 4
482 Low.Pre Pos.Change Pos.Change 10/1/2013 9:35 4
483 High.Pre Pos.Change Pos.Change 10/1/2013 9:36 4
484 High.Pre Pos.Change Pos.Change 10/1/2013 9:37 4
485 Low.Pre Pos.Change Pos.Change 10/1/2013 9:40 4
486 Low.Pre Pos.Change Pos.Change 10/1/2013 9:44 4
487 Low.Pre Pos.Change Pos.Change 10/1/2013 9:45 4
488 High.Pre Pos.Change Pos.Change 10/1/2013 9:46 4
489 Low.Pre Pos.Change Pos.Change 10/1/2013 9:47 5
490 High.Pre Pos.Change Pos.Change 10/1/2013 9:48 5
491 Low.Pre Pos.Change Pos.Change 10/1/2013 9:49 5
492 Low.Pre Pos.Change Pos.Change 10/1/2013 9:50 5
493 Low.Pre Pos.Change Pos.Change 10/1/2013 9:51 5
494 Low.Pre Pos.Change Pos.Change 10/1/2013 9:52 5
495 High.Pre Pos.Change Pos.Change 10/1/2013 9:52 5
496 Low.Pre Pos.Change Pos.Change 10/1/2013 9:54 5
497 High.Pre Pos.Change Pos.Change 10/1/2013 9:54 5
498 Low.Pre Pos.Change Pos.Change 10/1/2013 9:55 5
499 High.Pre Pos.Change Pos.Change 10/1/2013 9:56 5
500 High.Pre Pos.Change Pos.Change 10/1/2013 9:56 5
501 Low.Pre Pos.Change Pos.Change 10/1/2013 9:58 5
502 High.Pre Pos.Change Pos.Change 10/1/2013 9:59 5
503 Low.Pre Pos.Change Pos.Change 10/1/2013 10:00 5
504 Low.Pre Pos.Change Pos.Change 10/1/2013 10:01 5
505 High.Pre Pos.Change Pos.Change 10/1/2013 10:01 5
506 Low.Pre Pos.Change Pos.Change 10/1/2013 10:06 5
507 High.Pre Pos.Change Pos.Change 10/1/2013 10:07 5
508 Low.Pre Pos.Change Pos.Change 10/1/2013 10:10 5
509 Low.Pre Pos.Change Pos.Change 10/1/2013 10:10 5
510 Low.Pre Pos.Change Pos.Change 10/1/2013 10:10 5
511 High.Pre Pos.Change Pos.Change 10/1/2013 10:10 5
512 Low.Pre Pos.Change Pos.Change 10/2/2013 16:52 6
513 High.Pre Pos.Change Pos.Change 10/2/2013 19:23 6
514 Low.Pre Pos.Change Pos.Change 10/2/2013 21:31 6
515 Low.Pre Pos.Change Pos.Change 10/2/2013 21:31 6
516 High.Pre Pos.Change Pos.Change 10/3/2013 8:44 6
517 Low.Pre Pos.Change Pos.Change 10/3/2013 9:34 6
518 High.Pre Pos.Change Pos.Change 10/3/2013 9:36 6
519 Low.Pre Pos.Change Pos.Change 10/3/2013 9:37 6
520 Low.Pre Pos.Change Pos.Change 10/3/2013 9:37 6
521 High.Pre Pos.Change Pos.Change 10/3/2013 9:38 6
522 Low.Pre Pos.Change Pos.Change 10/3/2013 9:40 6
523 Low.Pre Pos.Change Pos.Change 10/3/2013 9:43 6
524 High.Pre Pos.Change Pos.Change 10/3/2013 9:44 6
525 Low.Pre Pos.Change Pos.Change 10/3/2013 9:44 7
526 Low.Pre Pos.Change Pos.Change 10/3/2013 9:44 7
527 Low.Pre Pos.Change Pos.Change 10/3/2013 9:46 7
528 Low.Pre Pos.Change Pos.Change 10/3/2013 9:48 7
529 Low.Pre Pos.Change Pos.Change 10/3/2013 9:49 7
530 Low.Pre Pos.Change Pos.Change 10/3/2013 9:51 7
531 High.Pre Pos.Change Pos.Change 10/3/2013 9:51 7
532 High.Pre Pos.Change Pos.Change 10/3/2013 9:51 7
533 Low.Pre Pos.Change Pos.Change 10/3/2013 9:52 7
534 Low.Pre Pos.Change Pos.Change 10/3/2013 9:53 7
535 Low.Pre Pos.Change Pos.Change 10/3/2013 9:53 7
536 High.Pre Pos.Change Pos.Change 10/3/2013 9:53 7
537 Low.Pre Pos.Change Pos.Change 10/3/2013 9:54 7
538 Low.Pre Pos.Change Pos.Change 10/3/2013 10:22 7
539 Low.Pre Pos.Change Pos.Change 10/3/2013 10:23 7
540 Low.Pre Pos.Change Pos.Change 10/3/2013 10:27 7
541 Low.Pre Pos.Change Pos.Change 10/3/2013 10:29 7
542 Low.Pre Pos.Change Pos.Change 10/3/2013 10:29 7
543 Low.Pre Pos.Change Pos.Change 10/3/2013 10:31 7
544 Low.Pre Pos.Change Pos.Change 10/3/2013 10:34 7
545 High.Pre Pos.Change Pos.Change 10/3/2013 10:35 7
546 High.Pre Pos.Change Pos.Change 10/3/2013 10:48 7
547 High.Pre Pos.Change Pos.Change 10/3/2013 12:08 7
548 Low.Pre Pos.Change Pos.Change 10/3/2013 13:19 7
549 Low.Pre Pos.Change Pos.Change 10/3/2013 13:20 7
550 High.Pre Pos.Change Pos.Change 10/3/2013 20:22 7
551 High.Pre Pos.Change Pos.Change 10/3/2013 20:22 7
552 High.Pre Pos.Change Pos.Change 10/3/2013 20:23 7
553 High.Pre No.Change Pos.Change 10/5/2013 16:17 7
554 High.Pre No.Change Pos.Change 10/5/2013 16:39 7
555 Low.Pre Pos.Change Pos.Change 10/5/2013 20:10 7
556 High.Pre Pos.Change Pos.Change 10/6/2013 12:45 8
557 Low.Pre Pos.Change Pos.Change 10/6/2013 21:25 8
558 Low.Pre Pos.Change Pos.Change 10/6/2013 21:25 8
559 High.Pre Pos.Change Pos.Change 10/6/2013 22:22 8
560 High.Pre Pos.Change Pos.Change 10/6/2013 22:22 8
561 Low.Pre Pos.Change Pos.Change 10/8/2013 9:30 8
562 Low.Pre Pos.Change Pos.Change 10/8/2013 9:34 8
563 High.Pre Pos.Change Pos.Change 10/8/2013 9:36 8
564 High.Pre Pos.Change Pos.Change 10/8/2013 9:36 8
565 High.Pre No.Change Pos.Change 10/8/2013 9:39 8
566 High.Pre No.Change Pos.Change 10/8/2013 9:41 8
567 High.Pre No.Change Pos.Change 10/8/2013 9:49 8
568 High.Pre Pos.Change Pos.Change 10/8/2013 9:50 9
569 High.Pre No.Change Pos.Change 10/8/2013 9:52 9
570 Low.Pre Pos.Change Pos.Change 10/8/2013 9:53 9
571 Low.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
572 Low.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
573 High.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
574 High.Pre No.Change Pos.Change 10/8/2013 9:55 9
575 Low.Pre Pos.Change Pos.Change 10/8/2013 9:56 9
576 High.Pre Pos.Change Pos.Change 10/8/2013 9:57 9
577 Low.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
578 Low.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
579 Low.Pre Pos.Change Pos.Change 10/8/2013 9:59 9
580 High.Pre Pos.Change Pos.Change 10/8/2013 9:59 9
581 High.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
582 Low.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
583 Low.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
584 Low.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
585 Low.Pre Pos.Change Pos.Change 10/8/2013 10:03 9
586 Low.Pre Pos.Change Pos.Change 10/8/2013 10:03 9
587 High.Pre Pos.Change Pos.Change 10/8/2013 10:03 9
588 Low.Pre Pos.Change Pos.Change 10/8/2013 10:04 9
589 High.Pre Pos.Change Pos.Change 10/8/2013 10:04 9
590 Low.Pre Pos.Change Pos.Change 10/8/2013 10:05 9
591 High.Pre Pos.Change Pos.Change 10/8/2013 10:18 9
592 High.Pre Pos.Change Pos.Change 10/8/2013 10:19 9
593 High.Pre Pos.Change Pos.Change 10/8/2013 10:20 9
594 Low.Pre Pos.Change Pos.Change 10/8/2013 10:23 9
595 High.Pre Pos.Change Pos.Change 10/8/2013 10:24 9
596 Low.Pre Pos.Change Pos.Change 10/8/2013 10:25 9
597 High.Pre Pos.Change Pos.Change 10/8/2013 10:25 9
598 High.Pre Pos.Change Pos.Change 10/8/2013 10:28 9
599 High.Pre Pos.Change Pos.Change 10/8/2013 10:29 9
600 High.Pre Pos.Change Pos.Change 10/8/2013 10:42 9
601 High.Pre Pos.Change Pos.Change 10/8/2013 11:19 9
602 High.Pre Pos.Change Pos.Change 10/8/2013 11:20 9
603 High.Pre Pos.Change Pos.Change 10/8/2013 11:36 9
604 High.Pre Pos.Change Pos.Change 10/8/2013 11:38 9
605 Low.Pre Pos.Change Pos.Change 10/8/2013 19:25 9
606 Low.Pre Pos.Change Pos.Change 10/8/2013 21:17 9
607 Low.Pre Pos.Change Pos.Change 10/8/2013 21:17 9
608 High.Pre Pos.Change Pos.Change 10/9/2013 17:30 10
609 High.Pre Pos.Change Pos.Change 10/9/2013 17:31 10
610 High.Pre Pos.Change Pos.Change 10/9/2013 22:52 10
611 High.Pre Pos.Change Pos.Change 10/10/2013 9:28 10
612 High.Pre No.Change Pos.Change 10/10/2013 9:29 10
613 Low.Pre Pos.Change Pos.Change 10/10/2013 9:30 10
614 Low.Pre Pos.Change Pos.Change 10/10/2013 9:32 10
615 High.Pre Pos.Change Pos.Change 10/10/2013 9:33 10
616 Low.Pre Pos.Change Pos.Change 10/10/2013 10:02 10
617 High.Pre No.Change Pos.Change 10/10/2013 10:03 10
618 Low.Pre Pos.Change Pos.Change 10/10/2013 10:03 10
619 High.Pre Pos.Change Pos.Change 10/10/2013 10:03 10
620 Low.Pre Pos.Change Pos.Change 10/10/2013 10:06 10
621 High.Pre Pos.Change Pos.Change 10/10/2013 10:08 11
622 Low.Pre Pos.Change Pos.Change 10/10/2013 10:09 11
623 High.Pre Pos.Change Pos.Change 10/10/2013 10:11 11
624 Low.Pre Pos.Change Pos.Change 10/10/2013 10:11 11
625 Low.Pre Pos.Change Pos.Change 10/10/2013 10:11 11
626 High.Pre Pos.Change Pos.Change 10/10/2013 10:12 11
627 Low.Pre Pos.Change Pos.Change 10/10/2013 10:13 11
628 High.Pre Pos.Change Pos.Change 10/10/2013 10:13 11
629 Low.Pre Pos.Change Pos.Change 10/10/2013 10:14 11
630 Low.Pre Pos.Change Pos.Change 10/10/2013 10:15 11
631 High.Pre Pos.Change Pos.Change 10/10/2013 10:15 11
632 Low.Pre Pos.Change Pos.Change 10/10/2013 10:16 11
633 Low.Pre Pos.Change Pos.Change 10/10/2013 10:16 11
634 High.Pre Pos.Change Pos.Change 10/10/2013 10:16 11
635 Low.Pre Pos.Change Pos.Change 10/10/2013 10:17 11
636 Low.Pre Pos.Change Pos.Change 10/10/2013 10:17 11
637 High.Pre Pos.Change Pos.Change 10/10/2013 10:17 11
638 High.Pre Pos.Change Pos.Change 10/10/2013 10:18 11
639 Low.Pre Pos.Change Pos.Change 10/10/2013 10:18 11
640 Low.Pre Pos.Change Pos.Change 10/10/2013 10:19 11
641 High.Pre Pos.Change Pos.Change 10/10/2013 10:19 11
642 Low.Pre Pos.Change Pos.Change 10/10/2013 10:20 11
643 Low.Pre Pos.Change Pos.Change 10/10/2013 10:20 11
644 High.Pre Pos.Change Pos.Change 10/10/2013 10:20 11
645 High.Pre Pos.Change Pos.Change 10/10/2013 10:21 11
646 Low.Pre Pos.Change Pos.Change 10/10/2013 10:23 11
647 High.Pre Pos.Change Pos.Change 10/10/2013 10:23 11
648 High.Pre Pos.Change Pos.Change 10/15/2013 8:35 11
649 High.Pre Pos.Change Pos.Change 10/15/2013 9:28 11
650 Low.Pre Pos.Change Pos.Change 10/15/2013 9:42 11
651 Low.Pre Pos.Change Pos.Change 10/15/2013 9:43 11
652 High.Pre No.Change Pos.Change 10/15/2013 9:46 11
653 High.Pre No.Change Pos.Change 10/15/2013 9:48 11
654 High.Pre No.Change Pos.Change 10/15/2013 9:51 11
655 High.Pre No.Change Pos.Change 10/15/2013 9:53 11
656 Low.Pre Pos.Change Pos.Change 10/15/2013 10:04 11
657 High.Pre Pos.Change Pos.Change 9/17/2013 9:42 1
658 High.Pre Pos.Change Pos.Change 9/17/2013 10:15 1
659 High.Pre Pos.Change Pos.Change 9/17/2013 10:22 1
660 High.Pre Pos.Change Pos.Change 9/17/2013 10:27 1
661 Low.Pre Pos.Change Pos.Change 9/19/2013 9:32 1
662 Low.Pre Pos.Change Pos.Change 9/19/2013 9:36 1
663 High.Pre Pos.Change Pos.Change 9/19/2013 9:44 1
664 High.Pre Pos.Change Pos.Change 9/19/2013 9:45 1
665 High.Pre Pos.Change Pos.Change 9/19/2013 9:49 1
666 Low.Pre Pos.Change Pos.Change 9/19/2013 9:54 1
667 Low.Pre Pos.Change Pos.Change 9/19/2013 9:57 1
668 High.Pre Pos.Change Pos.Change 9/19/2013 10:01 2
669 High.Pre Pos.Change Pos.Change 9/19/2013 10:09 2
670 Low.Pre Pos.Change Pos.Change 9/19/2013 10:11 2
671 High.Pre Pos.Change Pos.Change 9/24/2013 9:32 2
672 High.Pre Pos.Change Pos.Change 9/24/2013 9:33 2
673 High.Pre Pos.Change Pos.Change 9/24/2013 9:36 2
674 High.Pre Pos.Change Pos.Change 9/24/2013 9:38 2
675 High.Pre Pos.Change Pos.Change 9/24/2013 9:43 2
676 Low.Pre Pos.Change Pos.Change 9/24/2013 9:47 2
677 High.Pre Pos.Change Pos.Change 9/24/2013 10:02 3
678 High.Pre Pos.Change Pos.Change 9/24/2013 10:03 4
679 High.Pre Pos.Change Pos.Change 9/24/2013 10:04 3
680 High.Pre Pos.Change Pos.Change 9/24/2013 10:04 3
681 Low.Pre Pos.Change Pos.Change 9/24/2013 10:04 3
682 High.Pre Pos.Change Pos.Change 9/24/2013 10:04 5
683 Low.Pre Pos.Change Pos.Change 9/24/2013 10:04 5
684 High.Pre Pos.Change Pos.Change 9/24/2013 10:05 3
685 High.Pre Pos.Change Pos.Change 9/24/2013 10:05 3
686 High.Pre Pos.Change Pos.Change 9/24/2013 10:05 5
687 High.Pre Pos.Change Pos.Change 9/24/2013 10:06 5
688 Low.Pre Pos.Change Pos.Change 9/24/2013 10:06 5
689 High.Pre Pos.Change Pos.Change 9/24/2013 10:07 3
690 High.Pre Pos.Change Pos.Change 9/24/2013 10:08 3
691 High.Pre Pos.Change Pos.Change 9/24/2013 10:08 3
692 Low.Pre Pos.Change Pos.Change 9/24/2013 10:08 5
693 High.Pre Pos.Change Pos.Change 9/24/2013 10:09 5
694 High.Pre Pos.Change Pos.Change 9/24/2013 10:09 5
695 High.Pre Pos.Change Pos.Change 9/24/2013 10:09 5
696 High.Pre Pos.Change Pos.Change 9/24/2013 10:10 3
697 High.Pre Pos.Change Pos.Change 9/24/2013 10:10 3
698 Low.Pre Pos.Change Pos.Change 9/24/2013 10:10 5
699 High.Pre Pos.Change Pos.Change 9/24/2013 10:11 5
700 High.Pre Pos.Change Pos.Change 9/24/2013 10:13 5
701 High.Pre Pos.Change Pos.Change 9/24/2013 10:13 5
702 High.Pre Pos.Change Pos.Change 9/24/2013 10:16 5
703 High.Pre Pos.Change Pos.Change 9/24/2013 10:19 5
704 Low.Pre Pos.Change Pos.Change 9/24/2013 11:02 4
705 High.Pre Pos.Change Pos.Change 9/24/2013 12:33 4
706 Low.Pre Pos.Change Pos.Change 9/24/2013 19:07 3
707 High.Pre Pos.Change Pos.Change 9/24/2013 20:34 4
708 High.Pre Pos.Change Pos.Change 10/1/2013 9:34 4
709 High.Pre Pos.Change Pos.Change 10/1/2013 9:35 4
710 High.Pre Pos.Change Pos.Change 10/1/2013 9:37 4
711 High.Pre Pos.Change Pos.Change 10/1/2013 9:41 4
712 High.Pre Pos.Change Pos.Change 10/1/2013 9:42 4
713 Low.Pre Pos.Change Pos.Change 10/1/2013 9:44 4
714 High.Pre Pos.Change Pos.Change 10/1/2013 9:45 4
715 High.Pre Pos.Change Pos.Change 10/1/2013 9:46 4
716 High.Pre Pos.Change Pos.Change 10/1/2013 9:46 4
717 Low.Pre Pos.Change Pos.Change 10/1/2013 9:46 5
718 High.Pre Pos.Change Pos.Change 10/1/2013 9:46 5
719 High.Pre Pos.Change Pos.Change 10/1/2013 9:47 4
720 High.Pre Pos.Change Pos.Change 10/1/2013 9:47 4
721 High.Pre Pos.Change Pos.Change 10/1/2013 9:47 5
722 High.Pre Pos.Change Pos.Change 10/1/2013 9:47 5
723 High.Pre Pos.Change Pos.Change 10/1/2013 9:48 5
724 High.Pre Pos.Change Pos.Change 10/1/2013 9:48 5
725 Low.Pre Pos.Change Pos.Change 10/1/2013 9:49 4
726 High.Pre Pos.Change Pos.Change 10/1/2013 9:50 4
727 High.Pre Pos.Change Pos.Change 10/1/2013 9:50 4
728 High.Pre Pos.Change Pos.Change 10/1/2013 9:50 5
729 High.Pre Pos.Change Pos.Change 10/1/2013 9:50 5
730 High.Pre Pos.Change Pos.Change 10/1/2013 9:51 4
731 High.Pre Pos.Change Pos.Change 10/1/2013 9:51 5
732 Low.Pre Pos.Change Pos.Change 10/1/2013 9:51 5
733 Low.Pre Pos.Change Pos.Change 10/1/2013 9:51 5
734 High.Pre Pos.Change Pos.Change 10/1/2013 9:52 5
735 High.Pre Pos.Change Pos.Change 10/1/2013 9:53 4
736 Low.Pre Pos.Change Pos.Change 10/1/2013 9:53 4
737 High.Pre Pos.Change Pos.Change 10/1/2013 9:53 5
738 High.Pre Pos.Change Pos.Change 10/1/2013 9:53 5
739 High.Pre Pos.Change Pos.Change 10/1/2013 9:54 4
740 High.Pre Pos.Change Pos.Change 10/1/2013 9:54 5
741 Low.Pre Pos.Change Pos.Change 10/1/2013 9:54 5
742 High.Pre Pos.Change Pos.Change 10/1/2013 9:55 4
743 High.Pre Pos.Change Pos.Change 10/1/2013 9:55 5
744 High.Pre Pos.Change Pos.Change 10/1/2013 9:55 5
745 Low.Pre Pos.Change Pos.Change 10/1/2013 9:56 5
746 High.Pre Pos.Change Pos.Change 10/1/2013 9:56 5
747 High.Pre Pos.Change Pos.Change 10/1/2013 9:57 5
748 Low.Pre Pos.Change Pos.Change 10/1/2013 9:57 5
749 High.Pre Pos.Change Pos.Change 10/1/2013 9:57 5
750 High.Pre Pos.Change Pos.Change 10/1/2013 9:58 4
751 Low.Pre Pos.Change Pos.Change 10/1/2013 9:58 4
752 High.Pre Pos.Change Pos.Change 10/1/2013 9:58 5
753 High.Pre Pos.Change Pos.Change 10/1/2013 9:58 5
754 High.Pre Pos.Change Pos.Change 10/1/2013 9:58 5
755 High.Pre Pos.Change Pos.Change 10/1/2013 9:59 4
756 Low.Pre Pos.Change Pos.Change 10/1/2013 9:59 4
757 High.Pre Pos.Change Pos.Change 10/1/2013 9:59 5
758 High.Pre Pos.Change Pos.Change 10/1/2013 10:00 4
759 Low.Pre Pos.Change Pos.Change 10/1/2013 10:00 5
760 High.Pre Pos.Change Pos.Change 10/1/2013 10:00 5
761 High.Pre Pos.Change Pos.Change 10/1/2013 10:01 4
762 High.Pre Pos.Change Pos.Change 10/1/2013 10:01 5
763 High.Pre Pos.Change Pos.Change 10/1/2013 10:01 5
764 High.Pre Pos.Change Pos.Change 10/1/2013 10:02 4
765 High.Pre Pos.Change Pos.Change 10/1/2013 10:02 4
766 High.Pre Pos.Change Pos.Change 10/1/2013 10:02 5
767 High.Pre Pos.Change Pos.Change 10/1/2013 10:03 4
768 High.Pre Pos.Change Pos.Change 10/1/2013 10:03 5
769 Low.Pre Pos.Change Pos.Change 10/1/2013 10:03 5
770 High.Pre Pos.Change Pos.Change 10/1/2013 10:03 5
771 High.Pre Pos.Change Pos.Change 10/1/2013 10:04 4
772 Low.Pre Pos.Change Pos.Change 10/1/2013 10:04 4
773 High.Pre Pos.Change Pos.Change 10/1/2013 10:04 5
774 High.Pre Pos.Change Pos.Change 10/1/2013 10:04 5
775 High.Pre Pos.Change Pos.Change 10/1/2013 10:05 5
776 Low.Pre Pos.Change Pos.Change 10/1/2013 10:05 5
777 Low.Pre Pos.Change Pos.Change 10/1/2013 10:06 4
778 High.Pre Pos.Change Pos.Change 10/1/2013 10:07 4
779 High.Pre Pos.Change Pos.Change 10/1/2013 10:07 4
780 High.Pre Pos.Change Pos.Change 10/1/2013 10:07 5
781 High.Pre Pos.Change Pos.Change 10/1/2013 10:08 4
782 High.Pre Pos.Change Pos.Change 10/1/2013 10:08 4
783 High.Pre Pos.Change Pos.Change 10/1/2013 10:08 5
784 High.Pre Pos.Change Pos.Change 10/1/2013 10:09 4
785 High.Pre Pos.Change Pos.Change 10/1/2013 10:09 4
786 Low.Pre Pos.Change Pos.Change 10/1/2013 10:09 4
787 High.Pre Pos.Change Pos.Change 10/1/2013 10:09 5
788 High.Pre Pos.Change Pos.Change 10/1/2013 10:10 4
789 Low.Pre Pos.Change Pos.Change 10/1/2013 10:10 4
790 High.Pre Pos.Change Pos.Change 10/1/2013 10:10 5
791 High.Pre Pos.Change Pos.Change 10/1/2013 10:12 4
792 High.Pre Pos.Change Pos.Change 10/1/2013 10:12 4
793 High.Pre Pos.Change Pos.Change 10/1/2013 10:12 4
794 Low.Pre Pos.Change Pos.Change 10/1/2013 10:12 4
795 High.Pre Pos.Change Pos.Change 10/1/2013 10:12 5
796 Low.Pre Pos.Change Pos.Change 10/1/2013 10:12 5
797 High.Pre Pos.Change Pos.Change 10/1/2013 10:12 5
798 High.Pre Pos.Change Pos.Change 10/1/2013 10:19 4
799 High.Pre Pos.Change Pos.Change 10/1/2013 10:19 5
800 High.Pre Pos.Change Pos.Change 10/1/2013 10:20 5
801 High.Pre Pos.Change Pos.Change 10/1/2013 10:20 5
802 High.Pre Pos.Change Pos.Change 10/1/2013 10:21 4
803 High.Pre Pos.Change Pos.Change 10/1/2013 10:22 4
804 High.Pre Pos.Change Pos.Change 10/1/2013 10:23 4
805 High.Pre Pos.Change Pos.Change 10/1/2013 10:25 5
806 High.Pre Pos.Change Pos.Change 10/3/2013 9:41 6
807 High.Pre Pos.Change Pos.Change 10/3/2013 9:45 7
808 High.Pre Pos.Change Pos.Change 10/3/2013 9:46 7
809 High.Pre Pos.Change Pos.Change 10/3/2013 9:46 7
810 Low.Pre Pos.Change Pos.Change 10/3/2013 9:47 7
811 High.Pre Pos.Change Pos.Change 10/3/2013 9:47 7
812 Low.Pre Pos.Change Pos.Change 10/3/2013 9:48 7
813 High.Pre Pos.Change Pos.Change 10/3/2013 9:48 7
814 High.Pre Pos.Change Pos.Change 10/3/2013 9:48 7
815 High.Pre Pos.Change Pos.Change 10/3/2013 9:48 7
816 High.Pre Pos.Change Pos.Change 10/3/2013 9:48 7
817 High.Pre Pos.Change Pos.Change 10/3/2013 9:49 7
818 High.Pre Pos.Change Pos.Change 10/3/2013 9:53 7
819 High.Pre Pos.Change Pos.Change 10/3/2013 9:53 7
820 High.Pre Pos.Change Pos.Change 10/3/2013 9:54 7
821 High.Pre Pos.Change Pos.Change 10/3/2013 9:59 7
822 High.Pre Pos.Change Pos.Change 10/3/2013 9:59 7
823 High.Pre Pos.Change Pos.Change 10/3/2013 9:59 7
824 Low.Pre Pos.Change Pos.Change 10/3/2013 10:01 7
825 Low.Pre Pos.Change Pos.Change 10/3/2013 10:02 7
826 Low.Pre Pos.Change Pos.Change 10/3/2013 10:03 7
827 High.Pre Pos.Change Pos.Change 10/8/2013 9:30 8
828 Low.Pre Pos.Change Pos.Change 10/8/2013 9:30 8
829 Low.Pre Pos.Change Pos.Change 10/8/2013 9:33 8
830 High.Pre Pos.Change Pos.Change 10/8/2013 9:33 8
831 High.Pre Pos.Change Pos.Change 10/8/2013 9:35 8
832 High.Pre Pos.Change Pos.Change 10/8/2013 9:38 8
833 High.Pre Pos.Change Pos.Change 10/8/2013 9:38 8
834 Low.Pre Pos.Change Pos.Change 10/8/2013 9:39 8
835 Low.Pre Pos.Change Pos.Change 10/8/2013 9:41 9
836 High.Pre Pos.Change Pos.Change 10/8/2013 9:41 9
837 High.Pre Pos.Change Pos.Change 10/8/2013 9:42 9
838 Low.Pre Pos.Change Pos.Change 10/8/2013 9:43 9
839 High.Pre Pos.Change Pos.Change 10/8/2013 9:44 9
840 High.Pre Pos.Change Pos.Change 10/8/2013 9:45 9
841 High.Pre Pos.Change Pos.Change 10/8/2013 9:45 9
842 High.Pre Pos.Change Pos.Change 10/8/2013 9:46 9
843 High.Pre Pos.Change Pos.Change 10/8/2013 9:46 9
844 High.Pre Pos.Change Pos.Change 10/8/2013 9:47 9
845 High.Pre Pos.Change Pos.Change 10/8/2013 9:48 9
846 High.Pre Pos.Change Pos.Change 10/8/2013 9:48 9
847 High.Pre Pos.Change Pos.Change 10/8/2013 9:48 9
848 High.Pre Pos.Change Pos.Change 10/8/2013 9:48 9
849 High.Pre Pos.Change Pos.Change 10/8/2013 9:49 9
850 High.Pre Pos.Change Pos.Change 10/8/2013 9:49 9
851 High.Pre Pos.Change Pos.Change 10/8/2013 9:50 9
852 Low.Pre Pos.Change Pos.Change 10/8/2013 9:50 9
853 High.Pre Pos.Change Pos.Change 10/8/2013 9:50 9
854 High.Pre Pos.Change Pos.Change 10/8/2013 9:51 9
855 High.Pre Pos.Change Pos.Change 10/8/2013 9:51 9
856 High.Pre Pos.Change Pos.Change 10/8/2013 9:52 9
857 High.Pre Pos.Change Pos.Change 10/8/2013 9:52 9
858 Low.Pre Pos.Change Pos.Change 10/8/2013 9:52 9
859 Low.Pre Pos.Change Pos.Change 10/8/2013 9:52 9
860 High.Pre Pos.Change Pos.Change 10/8/2013 9:52 9
861 High.Pre Pos.Change Pos.Change 10/8/2013 9:53 9
862 High.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
863 High.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
864 High.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
865 Low.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
866 High.Pre Pos.Change Pos.Change 10/8/2013 9:55 9
867 Low.Pre Pos.Change Pos.Change 10/8/2013 9:55 9
868 High.Pre Pos.Change Pos.Change 10/8/2013 9:55 9
869 High.Pre Pos.Change Pos.Change 10/8/2013 9:56 9
870 High.Pre Pos.Change Pos.Change 10/8/2013 9:56 9
871 High.Pre Pos.Change Pos.Change 10/8/2013 9:56 9
872 High.Pre Pos.Change Pos.Change 10/8/2013 9:57 9
873 High.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
874 High.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
875 High.Pre Pos.Change Pos.Change 10/8/2013 9:59 9
876 High.Pre Pos.Change Pos.Change 10/8/2013 9:59 9
877 High.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
878 High.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
879 High.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
880 High.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
881 High.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
882 High.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
883 Low.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
884 High.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
885 High.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
886 High.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
887 High.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
888 Low.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
889 High.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
890 High.Pre Pos.Change Pos.Change 10/8/2013 10:03 9
891 High.Pre Pos.Change Pos.Change 10/8/2013 10:03 9
892 High.Pre Pos.Change Pos.Change 10/8/2013 10:03 9
893 High.Pre Pos.Change Pos.Change 10/8/2013 10:04 9
894 High.Pre Pos.Change Pos.Change 10/8/2013 10:04 9
895 Low.Pre Pos.Change Pos.Change 10/8/2013 10:04 9
896 High.Pre Pos.Change Pos.Change 10/8/2013 10:04 9
897 High.Pre Pos.Change Pos.Change 10/8/2013 10:04 9
898 High.Pre Pos.Change Pos.Change 10/8/2013 10:05 9
899 High.Pre Pos.Change Pos.Change 10/8/2013 10:05 9
900 High.Pre Pos.Change Pos.Change 10/8/2013 10:18 9
901 Low.Pre Pos.Change Pos.Change 10/8/2013 10:19 9
902 High.Pre Pos.Change Pos.Change 10/8/2013 10:20 9
903 High.Pre Pos.Change Pos.Change 10/8/2013 10:20 9
904 High.Pre Pos.Change Pos.Change 10/8/2013 10:22 9
905 High.Pre Pos.Change Pos.Change 10/8/2013 10:22 9
906 High.Pre Pos.Change Pos.Change 10/8/2013 10:23 9
907 High.Pre Pos.Change Pos.Change 10/8/2013 10:25 9
908 High.Pre Pos.Change Pos.Change 10/8/2013 10:27 9
909 High.Pre Pos.Change Pos.Change 10/8/2013 10:28 9
910 High.Pre Pos.Change Pos.Change 10/8/2013 10:28 9
911 High.Pre Pos.Change Pos.Change 10/8/2013 10:28 9
912 High.Pre Pos.Change Pos.Change 10/8/2013 10:29 9
913 High.Pre Pos.Change Pos.Change 10/8/2013 10:29 9
914 High.Pre Pos.Change Pos.Change 10/8/2013 10:29 9
915 High.Pre Pos.Change Pos.Change 10/8/2013 10:31 9
916 High.Pre Pos.Change Pos.Change 10/8/2013 10:33 9
917 High.Pre Pos.Change Pos.Change 10/8/2013 10:34 9
918 Low.Pre Pos.Change Pos.Change 10/8/2013 18:21 9
919 Low.Pre Pos.Change Pos.Change 10/10/2013 9:31 9
920 High.Pre Pos.Change Pos.Change 10/10/2013 9:31 9
921 Low.Pre Pos.Change Pos.Change 10/10/2013 9:32 9
922 Low.Pre Pos.Change Pos.Change 10/10/2013 9:34 9
923 High.Pre Pos.Change Pos.Change 10/10/2013 9:34 9
924 Low.Pre Pos.Change Pos.Change 10/10/2013 9:37 9
925 Low.Pre Pos.Change Pos.Change 10/10/2013 9:41 9
926 High.Pre Pos.Change Pos.Change 10/10/2013 10:01 10
927 Low.Pre Pos.Change Pos.Change 10/10/2013 10:02 10
928 High.Pre Pos.Change Pos.Change 10/10/2013 10:03 10
929 High.Pre Pos.Change Pos.Change 10/10/2013 10:05 10
930 High.Pre Pos.Change Pos.Change 10/10/2013 10:05 10
931 High.Pre Pos.Change Pos.Change 10/10/2013 10:05 10
932 Low.Pre Pos.Change Pos.Change 10/10/2013 10:05 10
933 High.Pre Pos.Change Pos.Change 10/10/2013 10:05 10
934 Low.Pre Pos.Change Pos.Change 10/10/2013 10:07 10
935 High.Pre Pos.Change Pos.Change 10/10/2013 10:18 10
936 High.Pre Pos.Change Pos.Change 10/10/2013 10:19 10
937 High.Pre Pos.Change Pos.Change 10/10/2013 10:19 10
938 High.Pre Pos.Change Pos.Change 10/10/2013 10:20 10
939 High.Pre Pos.Change Pos.Change 10/10/2013 10:24 10
940 High.Pre Pos.Change Pos.Change 10/10/2013 10:26 10
941 Low.Pre Pos.Change Pos.Change 10/10/2013 10:27 10
942 High.Pre Pos.Change Pos.Change 10/15/2013 9:30 10
943 High.Pre Pos.Change Pos.Change 10/15/2013 9:31 10
944 Low.Pre Pos.Change Pos.Change 10/15/2013 9:32 10
945 High.Pre Pos.Change Pos.Change 10/15/2013 9:33 10
946 High.Pre Pos.Change Pos.Change 10/15/2013 9:34 10
947 Low.Pre Pos.Change Pos.Change 10/15/2013 9:34 10
948 Low.Pre Pos.Change Pos.Change 10/15/2013 9:34 10
949 Low.Pre Pos.Change Pos.Change 10/15/2013 9:34 10
950 High.Pre Pos.Change Pos.Change 10/15/2013 9:35 11
951 Low.Pre Pos.Change Pos.Change 10/15/2013 9:35 11
952 High.Pre Pos.Change Pos.Change 10/15/2013 9:36 11
953 Low.Pre Pos.Change Pos.Change 10/15/2013 9:36 11
954 High.Pre Pos.Change Pos.Change 10/15/2013 9:37 11
955 High.Pre Pos.Change Pos.Change 10/15/2013 9:38 11
956 Low.Pre Pos.Change Pos.Change 10/15/2013 9:38 11
957 High.Pre Pos.Change Pos.Change 10/15/2013 9:39 11
958 High.Pre Pos.Change Pos.Change 10/15/2013 9:39 11
959 High.Pre Pos.Change Pos.Change 10/15/2013 9:39 11
960 High.Pre Pos.Change Pos.Change 10/15/2013 9:40 11
961 Low.Pre Pos.Change Pos.Change 10/15/2013 9:40 11
962 High.Pre Pos.Change Pos.Change 10/15/2013 9:41 11
963 Low.Pre Pos.Change Pos.Change 10/15/2013 9:41 11
964 Low.Pre Pos.Change Pos.Change 10/15/2013 9:41 11
965 High.Pre Pos.Change Pos.Change 10/15/2013 9:42 11
966 High.Pre Pos.Change Pos.Change 10/15/2013 9:42 11
967 High.Pre Pos.Change Pos.Change 10/15/2013 9:42 11
968 Low.Pre Pos.Change Pos.Change 10/15/2013 9:43 11
969 High.Pre Pos.Change Pos.Change 10/15/2013 9:44 11
970 High.Pre Pos.Change Pos.Change 10/15/2013 9:44 11
971 High.Pre Pos.Change Pos.Change 10/15/2013 9:44 11
972 Low.Pre Pos.Change Pos.Change 10/15/2013 9:44 11
973 High.Pre Pos.Change Pos.Change 10/15/2013 9:44 11
974 High.Pre Pos.Change Pos.Change 10/15/2013 9:45 11
975 Low.Pre Pos.Change Pos.Change 10/15/2013 9:45 11
976 High.Pre Pos.Change Pos.Change 10/15/2013 9:46 11
977 High.Pre Pos.Change Pos.Change 10/15/2013 9:47 11
978 Low.Pre Pos.Change Pos.Change 10/15/2013 9:47 11
979 High.Pre Pos.Change Pos.Change 10/15/2013 9:48 11
980 High.Pre Pos.Change Pos.Change 10/15/2013 9:49 11
981 Low.Pre Pos.Change Pos.Change 10/15/2013 9:50 11
982 High.Pre Pos.Change Pos.Change 10/15/2013 9:50 11
983 High.Pre Pos.Change Pos.Change 10/15/2013 9:51 11
984 High.Pre Pos.Change Pos.Change 10/15/2013 9:52 11
985 High.Pre Pos.Change Pos.Change 10/15/2013 9:52 11
986 High.Pre Pos.Change Pos.Change 10/15/2013 9:53 11
987 High.Pre Pos.Change Pos.Change 10/15/2013 9:54 11
988 Low.Pre Pos.Change Pos.Change 10/15/2013 9:56 11
989 High.Pre Pos.Change Pos.Change 10/15/2013 10:05 11
990 High.Pre Pos.Change Pos.Change 10/15/2013 10:07 11
991 Low.Pre Pos.Change Pos.Change 9/17/2013 9:46 1
992 High.Pre Pos.Change Pos.Change 9/17/2013 9:55 1
993 High.Pre Pos.Change Pos.Change 9/17/2013 10:02 1
994 High.Pre Pos.Change Pos.Change 9/17/2013 10:02 1
995 High.Pre Pos.Change Pos.Change 9/17/2013 20:07 1
996 High.Pre Pos.Change Pos.Change 9/17/2013 20:07 1
997 High.Pre Pos.Change Pos.Change 9/18/2013 15:20 1
998 High.Pre Pos.Change Pos.Change 9/18/2013 15:29 1
999 Low.Pre Pos.Change Pos.Change 9/19/2013 9:31 1
1000 Low.Pre Pos.Change Pos.Change 9/19/2013 9:32 1
1001 High.Pre Pos.Change Pos.Change 9/19/2013 10:07 2
1002 Low.Pre Pos.Change Pos.Change 9/19/2013 10:14 3
1003 High.Pre Pos.Change Pos.Change 9/19/2013 10:15 3
1004 Low.Pre Pos.Change Pos.Change 9/24/2013 9:47 3
1005 High.Pre Pos.Change Pos.Change 9/24/2013 9:56 3
1006 High.Pre Pos.Change Pos.Change 9/24/2013 9:56 3
1007 Low.Pre Pos.Change Pos.Change 9/24/2013 9:56 3
1008 Low.Pre Pos.Change Pos.Change 9/24/2013 10:04 3
1009 High.Pre Pos.Change Pos.Change 9/24/2013 10:06 4
1010 High.Pre Pos.Change Pos.Change 9/24/2013 10:07 4
1011 High.Pre Pos.Change Pos.Change 9/24/2013 10:07 4
1012 Low.Pre Pos.Change Pos.Change 9/24/2013 10:07 4
1013 Low.Pre Pos.Change Pos.Change 9/24/2013 10:11 4
1014 High.Pre Pos.Change Pos.Change 9/24/2013 10:12 4
1015 High.Pre Pos.Change Pos.Change 9/24/2013 10:17 4
1016 Low.Pre Pos.Change Pos.Change 9/24/2013 10:20 4
1017 Low.Pre Pos.Change Pos.Change 9/24/2013 11:17 4
1018 High.Pre Pos.Change Pos.Change 9/24/2013 21:04 4
1019 High.Pre Pos.Change Pos.Change 10/1/2013 9:34 4
1020 High.Pre Pos.Change Pos.Change 10/1/2013 9:34 4
1021 Low.Pre Pos.Change Pos.Change 10/1/2013 9:37 4
1022 High.Pre Pos.Change Pos.Change 10/1/2013 9:38 4
1023 High.Pre Pos.Change Pos.Change 10/1/2013 9:38 4
1024 High.Pre Pos.Change Pos.Change 10/1/2013 9:40 4
1025 High.Pre Pos.Change Pos.Change 10/1/2013 9:42 4
1026 High.Pre Pos.Change Pos.Change 10/1/2013 9:42 4
1027 Low.Pre Pos.Change Pos.Change 10/1/2013 9:42 4
1028 High.Pre Pos.Change Pos.Change 10/1/2013 9:43 4
1029 High.Pre Pos.Change Pos.Change 10/1/2013 9:45 5
1030 High.Pre Pos.Change Pos.Change 10/1/2013 9:46 5
1031 High.Pre Pos.Change Pos.Change 10/1/2013 9:46 5
1032 Low.Pre Pos.Change Pos.Change 10/1/2013 9:47 5
1033 High.Pre Pos.Change Pos.Change 10/1/2013 9:48 5
1034 High.Pre Pos.Change Pos.Change 10/1/2013 9:48 5
1035 High.Pre Pos.Change Pos.Change 10/1/2013 9:48 5
1036 Low.Pre Pos.Change Pos.Change 10/1/2013 9:49 5
1037 High.Pre Pos.Change Pos.Change 10/1/2013 9:49 5
1038 High.Pre Pos.Change Pos.Change 10/1/2013 9:49 5
1039 High.Pre Pos.Change Pos.Change 10/1/2013 9:49 5
1040 High.Pre Pos.Change Pos.Change 10/1/2013 9:49 5
1041 High.Pre Pos.Change Pos.Change 10/1/2013 9:50 5
1042 High.Pre Pos.Change Pos.Change 10/1/2013 9:50 5
1043 High.Pre Pos.Change Pos.Change 10/1/2013 9:50 5
1044 High.Pre Pos.Change Pos.Change 10/1/2013 9:51 5
1045 High.Pre Pos.Change Pos.Change 10/1/2013 9:51 5
1046 Low.Pre Pos.Change Pos.Change 10/1/2013 9:52 5
1047 High.Pre Pos.Change Pos.Change 10/1/2013 9:52 5
1048 Low.Pre Pos.Change Pos.Change 10/1/2013 9:53 5
1049 Low.Pre Pos.Change Pos.Change 10/1/2013 9:54 5
1050 High.Pre Pos.Change Pos.Change 10/1/2013 9:54 5
1051 High.Pre Pos.Change Pos.Change 10/1/2013 9:54 5
1052 High.Pre Pos.Change Pos.Change 10/1/2013 9:54 5
1053 High.Pre Pos.Change Pos.Change 10/1/2013 9:55 5
1054 High.Pre Pos.Change Pos.Change 10/1/2013 9:57 5
1055 Low.Pre Pos.Change Pos.Change 10/1/2013 9:58 5
1056 High.Pre Pos.Change Pos.Change 10/1/2013 9:59 5
1057 High.Pre Pos.Change Pos.Change 10/1/2013 9:59 5
1058 High.Pre Pos.Change Pos.Change 10/1/2013 9:59 5
1059 High.Pre Pos.Change Pos.Change 10/1/2013 9:59 5
1060 Low.Pre Pos.Change Pos.Change 10/1/2013 10:00 5
1061 High.Pre Pos.Change Pos.Change 10/1/2013 10:00 5
1062 High.Pre Pos.Change Pos.Change 10/1/2013 10:00 5
1063 High.Pre Pos.Change Pos.Change 10/1/2013 10:00 5
1064 High.Pre Pos.Change Pos.Change 10/1/2013 10:00 5
1065 High.Pre Pos.Change Pos.Change 10/1/2013 10:01 5
1066 High.Pre Pos.Change Pos.Change 10/1/2013 10:01 5
1067 High.Pre Pos.Change Pos.Change 10/1/2013 10:01 5
1068 Low.Pre Pos.Change Pos.Change 10/1/2013 10:01 5
1069 High.Pre Pos.Change Pos.Change 10/1/2013 10:04 5
1070 High.Pre Pos.Change Pos.Change 10/1/2013 10:04 5
1071 High.Pre Pos.Change Pos.Change 10/1/2013 10:10 5
1072 Low.Pre Pos.Change Pos.Change 10/1/2013 10:11 5
1073 High.Pre Pos.Change Pos.Change 10/1/2013 10:11 5
1074 High.Pre Pos.Change Pos.Change 10/1/2013 10:11 5
1075 High.Pre Pos.Change Pos.Change 10/1/2013 10:11 5
1076 High.Pre Pos.Change Pos.Change 10/1/2013 10:11 5
1077 Low.Pre Pos.Change Pos.Change 10/1/2013 10:11 5
1078 High.Pre Pos.Change Pos.Change 10/1/2013 10:18 5
1079 High.Pre Pos.Change Pos.Change 10/1/2013 10:30 5
1080 High.Pre Pos.Change Pos.Change 10/1/2013 10:32 5
1081 High.Pre Pos.Change Pos.Change 10/1/2013 10:33 5
1082 High.Pre Pos.Change Pos.Change 10/1/2013 10:34 5
1083 Low.Pre Pos.Change Pos.Change 10/1/2013 14:02 5
1084 High.Pre Pos.Change Pos.Change 10/3/2013 9:40 6
1085 High.Pre Pos.Change Pos.Change 10/3/2013 9:42 6
1086 High.Pre Pos.Change Pos.Change 10/3/2013 9:42 6
1087 Low.Pre Pos.Change Pos.Change 10/3/2013 9:44 6
1088 High.Pre Pos.Change Pos.Change 10/3/2013 9:44 6
1089 High.Pre Pos.Change Pos.Change 10/3/2013 9:44 6
1090 High.Pre Pos.Change Pos.Change 10/3/2013 9:44 6
1091 Low.Pre Pos.Change Pos.Change 10/3/2013 9:45 6
1092 High.Pre Pos.Change Pos.Change 10/3/2013 9:48 7
1093 High.Pre Pos.Change Pos.Change 10/3/2013 9:48 7
1094 High.Pre Pos.Change Pos.Change 10/3/2013 9:49 7
1095 High.Pre Pos.Change Pos.Change 10/3/2013 9:49 7
1096 High.Pre Pos.Change Pos.Change 10/3/2013 9:49 7
1097 High.Pre Pos.Change Pos.Change 10/3/2013 9:50 7
1098 High.Pre Pos.Change Pos.Change 10/3/2013 9:50 7
1099 High.Pre Pos.Change Pos.Change 10/3/2013 9:50 7
1100 High.Pre Pos.Change Pos.Change 10/3/2013 9:51 7
1101 High.Pre Pos.Change Pos.Change 10/3/2013 9:51 7
1102 High.Pre Pos.Change Pos.Change 10/3/2013 9:52 7
1103 Low.Pre Pos.Change Pos.Change 10/3/2013 9:53 7
1104 High.Pre Pos.Change Pos.Change 10/3/2013 9:53 7
1105 High.Pre Pos.Change Pos.Change 10/3/2013 9:53 7
1106 High.Pre Pos.Change Pos.Change 10/3/2013 9:53 7
1107 High.Pre Pos.Change Pos.Change 10/3/2013 9:53 7
1108 High.Pre Pos.Change Pos.Change 10/3/2013 9:54 7
1109 High.Pre Pos.Change Pos.Change 10/3/2013 9:54 7
1110 Low.Pre Pos.Change Pos.Change 10/3/2013 9:54 7
1111 High.Pre Pos.Change Pos.Change 10/3/2013 9:57 7
1112 High.Pre Pos.Change Pos.Change 10/3/2013 10:00 7
1113 High.Pre Pos.Change Pos.Change 10/3/2013 10:00 7
1114 High.Pre Pos.Change Pos.Change 10/3/2013 10:04 7
1115 Low.Pre Pos.Change Pos.Change 10/3/2013 10:04 7
1116 Low.Pre Pos.Change Pos.Change 10/3/2013 10:07 7
1117 Low.Pre Pos.Change Pos.Change 10/3/2013 10:07 7
1118 Low.Pre Pos.Change Pos.Change 10/3/2013 10:07 7
1119 High.Pre Pos.Change Pos.Change 10/3/2013 10:08 7
1120 High.Pre Pos.Change Pos.Change 10/3/2013 10:08 7
1121 Low.Pre Pos.Change Pos.Change 10/3/2013 10:09 7
1122 High.Pre Pos.Change Pos.Change 10/3/2013 10:10 7
1123 High.Pre Pos.Change Pos.Change 10/8/2013 9:29 8
1124 Low.Pre Pos.Change Pos.Change 10/8/2013 9:35 8
1125 High.Pre Pos.Change Pos.Change 10/8/2013 9:36 8
1126 High.Pre Pos.Change Pos.Change 10/8/2013 9:36 8
1127 Low.Pre Pos.Change Pos.Change 10/8/2013 9:40 8
1128 Low.Pre Pos.Change Pos.Change 10/8/2013 9:42 8
1129 Low.Pre Pos.Change Pos.Change 10/8/2013 9:44 8
1130 High.Pre Pos.Change Pos.Change 10/8/2013 9:45 9
1131 High.Pre Pos.Change Pos.Change 10/8/2013 9:47 9
1132 High.Pre Pos.Change Pos.Change 10/8/2013 9:49 9
1133 High.Pre Pos.Change Pos.Change 10/8/2013 9:52 9
1134 High.Pre Pos.Change Pos.Change 10/8/2013 9:53 9
1135 High.Pre Pos.Change Pos.Change 10/8/2013 9:53 9
1136 Low.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
1137 High.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
1138 High.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
1139 High.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
1140 High.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
1141 High.Pre Pos.Change Pos.Change 10/8/2013 9:54 9
1142 Low.Pre Pos.Change Pos.Change 10/8/2013 9:55 9
1143 High.Pre Pos.Change Pos.Change 10/8/2013 9:55 9
1144 High.Pre Pos.Change Pos.Change 10/8/2013 9:55 9
1145 High.Pre Pos.Change Pos.Change 10/8/2013 9:55 9
1146 High.Pre Pos.Change Pos.Change 10/8/2013 9:55 9
1147 High.Pre Pos.Change Pos.Change 10/8/2013 9:55 9
1148 Low.Pre Pos.Change Pos.Change 10/8/2013 9:56 9
1149 Low.Pre Pos.Change Pos.Change 10/8/2013 9:56 9
1150 High.Pre Pos.Change Pos.Change 10/8/2013 9:56 9
1151 High.Pre Pos.Change Pos.Change 10/8/2013 9:56 9
1152 High.Pre Pos.Change Pos.Change 10/8/2013 9:56 9
1153 High.Pre Pos.Change Pos.Change 10/8/2013 9:56 9
1154 High.Pre Pos.Change Pos.Change 10/8/2013 9:56 9
1155 High.Pre Pos.Change Pos.Change 10/8/2013 9:56 9
1156 High.Pre Pos.Change Pos.Change 10/8/2013 9:57 9
1157 High.Pre Pos.Change Pos.Change 10/8/2013 9:57 9
1158 High.Pre Pos.Change Pos.Change 10/8/2013 9:57 9
1159 High.Pre Pos.Change Pos.Change 10/8/2013 9:57 9
1160 High.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
1161 High.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
1162 High.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
1163 High.Pre Pos.Change Pos.Change 10/8/2013 9:58 9
1164 High.Pre Pos.Change Pos.Change 10/8/2013 9:59 9
1165 Low.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
1166 High.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
1167 High.Pre Pos.Change Pos.Change 10/8/2013 10:00 9
1168 High.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
1169 High.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
1170 High.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
1171 High.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
1172 High.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
1173 High.Pre Pos.Change Pos.Change 10/8/2013 10:01 9
1174 High.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
1175 High.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
1176 High.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
1177 High.Pre Pos.Change Pos.Change 10/8/2013 10:02 9
1178 Low.Pre Pos.Change Pos.Change 10/8/2013 10:03 9
1179 High.Pre Pos.Change Pos.Change 10/8/2013 10:03 9
1180 High.Pre Pos.Change Pos.Change 10/8/2013 10:04 9
1181 High.Pre Pos.Change Pos.Change 10/8/2013 10:04 9
1182 High.Pre Pos.Change Pos.Change 10/8/2013 10:04 9
1183 High.Pre Pos.Change Pos.Change 10/8/2013 10:05 9
1184 High.Pre Pos.Change Pos.Change 10/8/2013 10:18 9
1185 High.Pre Pos.Change Pos.Change 10/8/2013 10:18 9
1186 High.Pre Pos.Change Pos.Change 10/8/2013 10:18 9
1187 High.Pre Pos.Change Pos.Change 10/8/2013 10:18 9
1188 Low.Pre Pos.Change Pos.Change 10/8/2013 10:19 9
1189 High.Pre Pos.Change Pos.Change 10/8/2013 10:19 9
1190 High.Pre Pos.Change Pos.Change 10/8/2013 10:20 9
1191 High.Pre Pos.Change Pos.Change 10/8/2013 10:20 9
1192 Low.Pre Pos.Change Pos.Change 10/8/2013 10:21 9
1193 Low.Pre Pos.Change Pos.Change 10/8/2013 10:21 9
1194 High.Pre Pos.Change Pos.Change 10/8/2013 10:21 9
1195 High.Pre Pos.Change Pos.Change 10/8/2013 10:21 9
1196 High.Pre Pos.Change Pos.Change 10/8/2013 10:21 9
1197 High.Pre Pos.Change Pos.Change 10/8/2013 10:21 9
1198 High.Pre Pos.Change Pos.Change 10/8/2013 10:22 9
1199 High.Pre Pos.Change Pos.Change 10/8/2013 10:23 9
1200 High.Pre Pos.Change Pos.Change 10/8/2013 10:23 9
1201 High.Pre Pos.Change Pos.Change 10/8/2013 10:24 9
1202 Low.Pre Pos.Change Pos.Change 10/8/2013 10:25 9
1203 High.Pre Pos.Change Pos.Change 10/8/2013 10:25 9
1204 High.Pre Pos.Change Pos.Change 10/8/2013 10:25 9
1205 High.Pre Pos.Change Pos.Change 10/8/2013 10:25 9
1206 High.Pre Pos.Change Pos.Change 10/8/2013 10:26 9
1207 Low.Pre Pos.Change Pos.Change 10/8/2013 10:27 9
1208 High.Pre Pos.Change Pos.Change 10/8/2013 10:27 9
1209 Low.Pre Pos.Change Pos.Change 10/8/2013 10:27 9
1210 High.Pre Pos.Change Pos.Change 10/8/2013 10:28 9
1211 High.Pre Pos.Change Pos.Change 10/8/2013 10:28 9
1212 High.Pre Pos.Change Pos.Change 10/8/2013 18:40 9
1213 High.Pre Pos.Change Pos.Change 10/8/2013 18:45 9
1214 High.Pre Pos.Change Pos.Change 10/8/2013 18:45 9
1215 High.Pre Pos.Change Pos.Change 10/8/2013 19:09 9
1216 High.Pre Pos.Change Pos.Change 10/8/2013 19:09 9
1217 High.Pre Pos.Change Pos.Change 10/8/2013 19:10 9
1218 High.Pre Pos.Change Pos.Change 10/8/2013 19:10 9
1219 High.Pre Pos.Change Pos.Change 10/8/2013 19:16 9
1220 High.Pre Pos.Change Pos.Change 10/8/2013 22:09 9
1221 High.Pre Pos.Change Pos.Change 10/8/2013 22:21 9
1222 High.Pre Pos.Change Pos.Change 10/8/2013 22:49 9
1223 High.Pre Pos.Change Pos.Change 10/8/2013 23:08 9
1224 High.Pre Pos.Change Pos.Change 10/8/2013 23:21 9
1225 High.Pre Pos.Change Pos.Change 10/9/2013 23:08 9
1226 Low.Pre Pos.Change Pos.Change 10/10/2013 9:31 9
1227 High.Pre Pos.Change Pos.Change 10/10/2013 9:31 9
1228 High.Pre Pos.Change Pos.Change 10/10/2013 9:31 9
1229 High.Pre Pos.Change Pos.Change 10/10/2013 9:31 9
1230 Low.Pre Pos.Change Pos.Change 10/10/2013 9:31 9
1231 Low.Pre Pos.Change Pos.Change 10/10/2013 9:32 9
1232 High.Pre Pos.Change Pos.Change 10/10/2013 9:42 10
1233 Low.Pre Pos.Change Pos.Change 10/10/2013 9:48 10
1234 Low.Pre Pos.Change Pos.Change 10/10/2013 9:48 10
1235 Low.Pre Pos.Change Pos.Change 10/10/2013 9:50 10
1236 High.Pre Pos.Change Pos.Change 10/10/2013 9:50 10
1237 High.Pre Pos.Change Pos.Change 10/10/2013 9:52 10
1238 High.Pre Pos.Change Pos.Change 10/10/2013 9:54 10
1239 High.Pre Pos.Change Pos.Change 10/10/2013 9:59 10
1240 Low.Pre Pos.Change Pos.Change 10/10/2013 10:03 10
1241 Low.Pre Pos.Change Pos.Change 10/10/2013 10:03 10
1242 Low.Pre Pos.Change Pos.Change 10/10/2013 10:04 10
1243 Low.Pre Pos.Change Pos.Change 10/10/2013 10:04 10
1244 High.Pre Pos.Change Pos.Change 10/10/2013 10:07 10
1245 High.Pre Pos.Change Pos.Change 10/10/2013 10:08 10
1246 High.Pre Pos.Change Pos.Change 10/10/2013 10:08 10
1247 High.Pre Pos.Change Pos.Change 10/10/2013 10:09 11
1248 High.Pre Pos.Change Pos.Change 10/10/2013 10:10 11
1249 High.Pre Pos.Change Pos.Change 10/10/2013 10:10 11
1250 High.Pre Pos.Change Pos.Change 10/10/2013 10:12 11
1251 High.Pre Pos.Change Pos.Change 10/10/2013 10:12 11
1252 High.Pre Pos.Change Pos.Change 10/10/2013 10:12 11
1253 High.Pre Pos.Change Pos.Change 10/10/2013 10:13 11
1254 High.Pre Pos.Change Pos.Change 10/10/2013 10:13 11
1255 Low.Pre Pos.Change Pos.Change 10/10/2013 10:13 11
1256 High.Pre Pos.Change Pos.Change 10/10/2013 10:14 11
1257 Low.Pre Pos.Change Pos.Change 10/10/2013 10:15 11
1258 High.Pre Pos.Change Pos.Change 10/10/2013 10:15 11
1259 High.Pre Pos.Change Pos.Change 10/10/2013 10:15 11
1260 High.Pre Pos.Change Pos.Change 10/10/2013 10:16 11
1261 High.Pre Pos.Change Pos.Change 10/10/2013 10:16 11
1262 High.Pre Pos.Change Pos.Change 10/10/2013 10:17 11
1263 High.Pre Pos.Change Pos.Change 10/10/2013 10:17 11
1264 High.Pre Pos.Change Pos.Change 10/10/2013 10:17 11
1265 High.Pre Pos.Change Pos.Change 10/10/2013 10:17 11
1266 Low.Pre Pos.Change Pos.Change 10/10/2013 10:17 11
1267 Low.Pre Pos.Change Pos.Change 10/10/2013 10:18 11
1268 High.Pre Pos.Change Pos.Change 10/10/2013 10:18 11
1269 High.Pre Pos.Change Pos.Change 10/10/2013 10:19 11
1270 High.Pre Pos.Change Pos.Change 10/10/2013 10:19 11
1271 Low.Pre Pos.Change Pos.Change 10/10/2013 10:19 11
1272 High.Pre Pos.Change Pos.Change 10/10/2013 10:21 11
1273 High.Pre Pos.Change Pos.Change 10/10/2013 10:21 11
1274 High.Pre Pos.Change Pos.Change 10/10/2013 10:22 11
1275 High.Pre Pos.Change Pos.Change 10/10/2013 10:22 11
1276 High.Pre Pos.Change Pos.Change 10/10/2013 10:24 11
1277 High.Pre Pos.Change Pos.Change 10/10/2013 10:24 11
1278 High.Pre Pos.Change Pos.Change 10/10/2013 10:31 11
1279 High.Pre Pos.Change Pos.Change 10/10/2013 10:31 11
1280 Low.Pre Pos.Change Pos.Change 10/15/2013 9:31 11
1281 High.Pre Pos.Change Pos.Change 10/15/2013 9:31 11
1282 High.Pre Pos.Change Pos.Change 10/15/2013 9:31 11
1283 High.Pre Pos.Change Pos.Change 10/15/2013 9:32 11
1284 High.Pre Pos.Change Pos.Change 10/15/2013 9:32 11
1285 High.Pre Pos.Change Pos.Change 10/15/2013 9:32 11
1286 High.Pre Pos.Change Pos.Change 10/15/2013 9:33 11
1287 High.Pre Pos.Change Pos.Change 10/15/2013 9:33 11
1288 High.Pre Pos.Change Pos.Change 10/15/2013 9:33 11
1289 High.Pre Pos.Change Pos.Change 10/15/2013 9:33 11
1290 High.Pre Pos.Change Pos.Change 10/15/2013 9:34 11
1291 High.Pre Pos.Change Pos.Change 10/15/2013 9:34 11
1292 High.Pre Pos.Change Pos.Change 10/15/2013 9:35 11
1293 High.Pre Pos.Change Pos.Change 10/15/2013 9:37 11
1294 High.Pre Pos.Change Pos.Change 10/15/2013 9:37 11
1295 High.Pre Pos.Change Pos.Change 10/15/2013 9:38 11
1296 High.Pre Pos.Change Pos.Change 10/15/2013 9:38 11
1297 High.Pre Pos.Change Pos.Change 10/15/2013 9:41 11
1298 High.Pre Pos.Change Pos.Change 10/15/2013 9:41 11
1299 High.Pre Pos.Change Pos.Change 10/15/2013 9:45 11
1300 High.Pre Pos.Change Pos.Change 10/15/2013 9:47 11
1301 High.Pre Pos.Change Pos.Change 10/15/2013 9:50 11
1302 Low.Pre Pos.Change Pos.Change 10/15/2013 10:14 11
1303 Low.Pre Pos.Change Pos.Change 10/15/2013 10:16 11
1304 High.Pre Pos.Change Pos.Change 10/17/2013 9:27 12
1305 High.Pre Pos.Change Pos.Change 10/17/2013 9:29 12
1306 Low.Pre Pos.Change Pos.Change 10/17/2013 9:31 12
1307 Low.Pre Pos.Change Pos.Change 10/17/2013 9:31 12
1308 Low.Pre Pos.Change Pos.Change 10/17/2013 9:33 12
1309 Low.Pre Pos.Change Pos.Change 10/17/2013 9:38 12
1310 High.Pre Pos.Change Pos.Change 10/17/2013 9:39 12
1311 High.Pre Pos.Change Pos.Change 10/17/2013 9:40 12
1312 Low.Pre Pos.Change Pos.Change 10/17/2013 9:41 12
1313 Low.Pre Pos.Change Pos.Change 10/17/2013 9:43 12
1314 High.Pre Pos.Change Pos.Change 10/17/2013 9:45 12
1315 Low.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
1316 High.Pre Pos.Change Pos.Change 10/17/2013 9:48 12
1317 High.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
1318 High.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
1319 High.Pre Pos.Change Pos.Change 10/17/2013 9:50 12
1320 High.Pre Pos.Change Pos.Change 10/17/2013 9:50 12
1321 Low.Pre Pos.Change Pos.Change 10/17/2013 9:50 12
1322 High.Pre Pos.Change Pos.Change 10/17/2013 9:51 12
1323 Low.Pre Pos.Change Pos.Change 10/17/2013 9:51 12
1324 High.Pre Pos.Change Pos.Change 10/17/2013 9:52 12
1325 Low.Pre Pos.Change Pos.Change 10/17/2013 9:52 12
1326 High.Pre Pos.Change Pos.Change 10/17/2013 9:54 12
1327 High.Pre Pos.Change Pos.Change 10/17/2013 9:55 12
1328 Low.Pre Pos.Change Pos.Change 10/17/2013 9:55 12
1329 High.Pre Pos.Change Pos.Change 10/17/2013 9:55 12
1330 High.Pre Pos.Change Pos.Change 10/17/2013 9:55 12
1331 High.Pre Pos.Change Pos.Change 10/17/2013 9:56 12
1332 Low.Pre Pos.Change Pos.Change 10/17/2013 9:56 12
1333 Low.Pre Pos.Change Pos.Change 10/17/2013 9:56 12
1334 High.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1335 High.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1336 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1337 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1338 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1339 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1340 High.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1341 High.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1342 Low.Pre Pos.Change Pos.Change 10/17/2013 9:58 12
1343 High.Pre Pos.Change Pos.Change 10/17/2013 9:58 12
1344 High.Pre Pos.Change Pos.Change 10/17/2013 9:59 12
1345 Low.Pre Pos.Change Pos.Change 10/17/2013 9:59 12
1346 Low.Pre Pos.Change Pos.Change 10/17/2013 9:59 12
1347 High.Pre Pos.Change Pos.Change 10/17/2013 10:00 12
1348 High.Pre Pos.Change Pos.Change 10/17/2013 10:00 12
1349 High.Pre Pos.Change Pos.Change 10/17/2013 10:00 12
1350 High.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
1351 Low.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
1352 Low.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
1353 Low.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
1354 Low.Pre Pos.Change Pos.Change 10/17/2013 10:02 12
1355 High.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
1356 High.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
1357 High.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
1358 High.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
1359 High.Pre Pos.Change Pos.Change 10/17/2013 10:04 12
1360 High.Pre Pos.Change Pos.Change 10/17/2013 10:04 12
1361 Low.Pre Pos.Change Pos.Change 10/17/2013 10:05 12
1362 High.Pre Pos.Change Pos.Change 10/17/2013 10:06 12
1363 Low.Pre Pos.Change Pos.Change 10/17/2013 10:06 12
1364 Low.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
1365 Low.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
1366 High.Pre Pos.Change Pos.Change 10/17/2013 10:09 12
1367 High.Pre Pos.Change Pos.Change 10/17/2013 10:09 12
1368 Low.Pre Pos.Change Pos.Change 10/17/2013 10:10 12
1369 High.Pre Pos.Change Pos.Change 10/17/2013 10:10 12
1370 High.Pre Pos.Change Pos.Change 10/17/2013 10:12 12
1371 High.Pre Pos.Change Pos.Change 10/17/2013 10:12 12
1372 High.Pre Pos.Change Pos.Change 10/17/2013 10:13 12
1373 Low.Pre Pos.Change Pos.Change 10/17/2013 10:14 12
1374 Low.Pre Pos.Change Pos.Change 10/17/2013 10:15 12
1375 High.Pre Pos.Change Pos.Change 10/17/2013 10:16 12
1376 Low.Pre Pos.Change Pos.Change 10/17/2013 10:16 12
1377 High.Pre Pos.Change Pos.Change 10/17/2013 10:16 12
1378 Low.Pre Pos.Change Pos.Change 10/17/2013 10:17 12
1379 Low.Pre Pos.Change Pos.Change 10/17/2013 10:17 12
1380 Low.Pre Pos.Change Pos.Change 10/17/2013 10:17 12
1381 Low.Pre Pos.Change Pos.Change 10/17/2013 10:17 12
1382 High.Pre Pos.Change Pos.Change 10/17/2013 10:17 12
1383 High.Pre Pos.Change Pos.Change 10/17/2013 10:18 12
1384 Low.Pre Pos.Change Pos.Change 10/17/2013 10:18 12
1385 Low.Pre Pos.Change Pos.Change 10/17/2013 10:18 12
1386 High.Pre Pos.Change Pos.Change 10/17/2013 10:18 12
1387 High.Pre Pos.Change Pos.Change 10/17/2013 10:19 12
1388 Low.Pre Pos.Change Pos.Change 10/17/2013 10:19 12
1389 High.Pre Pos.Change Pos.Change 10/17/2013 10:19 12
1390 Low.Pre Pos.Change Pos.Change 10/17/2013 10:20 12
1391 High.Pre Pos.Change Pos.Change 10/17/2013 10:20 12
1392 High.Pre Pos.Change Pos.Change 10/17/2013 10:21 12
1393 Low.Pre Pos.Change Pos.Change 10/17/2013 10:21 12
1394 High.Pre Pos.Change Pos.Change 10/17/2013 10:22 12
1395 High.Pre Pos.Change Pos.Change 10/17/2013 10:22 12
1396 High.Pre Pos.Change Pos.Change 10/17/2013 10:22 12
1397 High.Pre Pos.Change Pos.Change 10/17/2013 10:23 12
1398 High.Pre Pos.Change Pos.Change 10/17/2013 10:23 12
1399 Low.Pre Pos.Change Pos.Change 10/17/2013 10:24 12
1400 High.Pre Pos.Change Pos.Change 10/17/2013 10:24 12
1401 High.Pre Pos.Change Pos.Change 10/17/2013 10:25 12
1402 Low.Pre Pos.Change Pos.Change 10/17/2013 10:25 12
1403 High.Pre No.Change Pos.Change 10/17/2013 10:59 12
1404 High.Pre Pos.Change Pos.Change 10/17/2013 13:19 12
1405 High.Pre No.Change Pos.Change 10/17/2013 13:50 12
1406 High.Pre No.Change Pos.Change 10/22/2013 9:23 13
1407 High.Pre Pos.Change Pos.Change 10/22/2013 9:25 13
1408 High.Pre No.Change Pos.Change 10/22/2013 9:27 13
1409 High.Pre No.Change Pos.Change 10/22/2013 9:29 13
1410 High.Pre No.Change Pos.Change 10/22/2013 9:31 13
1411 Low.Pre Pos.Change Pos.Change 10/22/2013 9:34 13
1412 Low.Pre Pos.Change Pos.Change 10/22/2013 9:35 13
1413 Low.Pre Pos.Change Pos.Change 10/22/2013 9:36 13
1414 High.Pre No.Change Pos.Change 10/22/2013 9:38 13
1415 High.Pre No.Change Pos.Change 10/22/2013 9:40 13
1416 High.Pre Pos.Change Pos.Change 10/22/2013 9:41 13
1417 High.Pre No.Change Pos.Change 10/22/2013 9:41 13
1418 High.Pre Pos.Change Pos.Change 10/22/2013 9:42 13
1419 Low.Pre Pos.Change Pos.Change 10/22/2013 9:46 13
1420 High.Pre Pos.Change Pos.Change 10/22/2013 9:48 13
1421 High.Pre Pos.Change Pos.Change 10/22/2013 9:49 13
1422 Low.Pre Pos.Change Pos.Change 10/22/2013 9:57 13
1423 Low.Pre Pos.Change Pos.Change 10/22/2013 9:58 14
1424 High.Pre No.Change Pos.Change 10/22/2013 9:59 14
1425 High.Pre No.Change Pos.Change 10/22/2013 9:59 14
1426 High.Pre No.Change Pos.Change 10/22/2013 10:00 14
1427 High.Pre Pos.Change Pos.Change 10/22/2013 10:01 14
1428 Low.Pre Pos.Change Pos.Change 10/22/2013 10:02 14
1429 High.Pre Pos.Change Pos.Change 10/22/2013 10:02 14
1430 High.Pre No.Change Pos.Change 10/22/2013 10:03 14
1431 Low.Pre Pos.Change Pos.Change 10/22/2013 10:03 14
1432 Low.Pre Pos.Change Pos.Change 10/22/2013 10:03 14
1433 Low.Pre Pos.Change Pos.Change 10/22/2013 10:03 14
1434 High.Pre Pos.Change Pos.Change 10/22/2013 10:04 14
1435 High.Pre Pos.Change Pos.Change 10/22/2013 10:05 14
1436 High.Pre No.Change Pos.Change 10/22/2013 10:05 14
1437 High.Pre No.Change Pos.Change 10/22/2013 10:05 14
1438 Low.Pre Pos.Change Pos.Change 10/22/2013 10:05 14
1439 High.Pre Pos.Change Pos.Change 10/22/2013 10:05 14
1440 High.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
1441 High.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
1442 Low.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
1443 High.Pre No.Change Pos.Change 10/22/2013 10:06 14
1444 High.Pre No.Change Pos.Change 10/22/2013 10:06 14
1445 High.Pre No.Change Pos.Change 10/22/2013 10:06 14
1446 Low.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
1447 Low.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
1448 High.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
1449 Low.Pre Pos.Change Pos.Change 10/22/2013 10:07 14
1450 High.Pre Pos.Change Pos.Change 10/22/2013 10:07 14
1451 High.Pre No.Change Pos.Change 10/22/2013 10:07 14
1452 High.Pre Pos.Change Pos.Change 10/22/2013 10:08 14
1453 High.Pre No.Change Pos.Change 10/22/2013 10:08 14
1454 Low.Pre Pos.Change Pos.Change 10/22/2013 10:08 14
1455 High.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1456 High.Pre No.Change Pos.Change 10/22/2013 10:09 14
1457 High.Pre No.Change Pos.Change 10/22/2013 10:09 14
1458 High.Pre No.Change Pos.Change 10/22/2013 10:09 14
1459 Low.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1460 High.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1461 Low.Pre Pos.Change Pos.Change 10/22/2013 10:10 14
1462 High.Pre Pos.Change Pos.Change 10/22/2013 10:10 14
1463 High.Pre Pos.Change Pos.Change 10/22/2013 10:10 14
1464 Low.Pre Pos.Change Pos.Change 10/22/2013 10:10 14
1465 High.Pre Pos.Change Pos.Change 10/22/2013 10:10 14
1466 High.Pre Pos.Change Pos.Change 10/22/2013 10:11 14
1467 High.Pre No.Change Pos.Change 10/22/2013 10:11 14
1468 High.Pre No.Change Pos.Change 10/22/2013 10:11 14
1469 Low.Pre Pos.Change Pos.Change 10/22/2013 10:11 14
1470 Low.Pre Pos.Change Pos.Change 10/22/2013 10:11 14
1471 High.Pre Pos.Change Pos.Change 10/22/2013 10:11 14
1472 High.Pre Pos.Change Pos.Change 10/22/2013 10:12 14
1473 High.Pre No.Change Pos.Change 10/22/2013 10:12 14
1474 High.Pre Pos.Change Pos.Change 10/22/2013 10:13 14
1475 High.Pre No.Change Pos.Change 10/22/2013 10:13 14
1476 Low.Pre Pos.Change Pos.Change 10/22/2013 10:13 14
1477 High.Pre Pos.Change Pos.Change 10/22/2013 10:14 14
1478 High.Pre No.Change Pos.Change 10/22/2013 10:15 14
1479 High.Pre Pos.Change Pos.Change 10/22/2013 10:16 14
1480 High.Pre Pos.Change Pos.Change 10/22/2013 10:16 14
1481 High.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
1482 High.Pre No.Change Pos.Change 10/22/2013 10:17 14
1483 High.Pre No.Change Pos.Change 10/22/2013 10:17 14
1484 Low.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
1485 High.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
1486 High.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
1487 High.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
1488 High.Pre Pos.Change Pos.Change 10/22/2013 10:18 14
1489 High.Pre Pos.Change Pos.Change 10/22/2013 10:18 14
1490 High.Pre Pos.Change Pos.Change 10/22/2013 10:18 14
1491 Low.Pre Pos.Change Pos.Change 10/22/2013 10:18 14
1492 Low.Pre Pos.Change Pos.Change 10/22/2013 10:18 14
1493 High.Pre Pos.Change Pos.Change 10/22/2013 10:19 14
1494 High.Pre No.Change Pos.Change 10/22/2013 10:19 14
1495 High.Pre No.Change Pos.Change 10/22/2013 10:19 14
1496 Low.Pre Pos.Change Pos.Change 10/22/2013 10:19 14
1497 High.Pre Pos.Change Pos.Change 10/22/2013 10:20 14
1498 High.Pre No.Change Pos.Change 10/22/2013 10:20 14
1499 Low.Pre Pos.Change Pos.Change 10/22/2013 10:20 14
1500 High.Pre No.Change Pos.Change 10/22/2013 10:25 14
1501 Low.Pre Pos.Change Pos.Change 10/31/2013 9:50 16
1502 High.Pre No.Change Pos.Change 10/31/2013 10:01 17
1503 Low.Pre Pos.Change Pos.Change 10/31/2013 10:04 17
1504 Low.Pre Pos.Change Pos.Change 10/31/2013 10:09 17
1505 Low.Pre Pos.Change Pos.Change 10/31/2013 10:11 17
1506 High.Pre No.Change Pos.Change 10/31/2013 10:14 17
1507 Low.Pre Pos.Change Pos.Change 10/31/2013 10:18 17
1508 Low.Pre Pos.Change Pos.Change 10/31/2013 10:19 17
1509 High.Pre Pos.Change Pos.Change 10/31/2013 10:33 18
1510 High.Pre Pos.Change Pos.Change 10/31/2013 10:33 18
1511 Low.Pre Pos.Change Pos.Change 11/1/2013 17:26 18
1512 Low.Pre Pos.Change Pos.Change 11/4/2013 18:35 18
1513 High.Pre Pos.Change Pos.Change 10/17/2013 9:29 12
1514 Low.Pre Pos.Change Pos.Change 10/17/2013 9:30 12
1515 High.Pre Pos.Change Pos.Change 10/17/2013 9:33 12
1516 High.Pre Pos.Change Pos.Change 10/17/2013 9:34 12
1517 High.Pre Pos.Change Pos.Change 10/17/2013 9:35 12
1518 High.Pre Pos.Change Pos.Change 10/17/2013 9:36 12
1519 High.Pre Pos.Change Pos.Change 10/17/2013 9:37 12
1520 High.Pre Pos.Change Pos.Change 10/17/2013 9:39 12
1521 Low.Pre Pos.Change Pos.Change 10/17/2013 9:39 12
1522 High.Pre Pos.Change Pos.Change 10/17/2013 9:40 12
1523 Low.Pre Pos.Change Pos.Change 10/17/2013 9:40 12
1524 High.Pre Pos.Change Pos.Change 10/17/2013 9:41 12
1525 Low.Pre Pos.Change Pos.Change 10/17/2013 9:42 12
1526 High.Pre Pos.Change Pos.Change 10/17/2013 9:42 12
1527 Low.Pre Pos.Change Pos.Change 10/17/2013 9:43 12
1528 High.Pre Pos.Change Pos.Change 10/17/2013 9:44 12
1529 High.Pre Pos.Change Pos.Change 10/17/2013 9:45 12
1530 High.Pre Pos.Change Pos.Change 10/17/2013 9:45 12
1531 Low.Pre Pos.Change Pos.Change 10/17/2013 9:45 12
1532 High.Pre Pos.Change Pos.Change 10/17/2013 9:45 12
1533 High.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
1534 High.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
1535 High.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
1536 High.Pre Pos.Change Pos.Change 10/17/2013 9:48 12
1537 High.Pre Pos.Change Pos.Change 10/17/2013 9:48 12
1538 High.Pre Pos.Change Pos.Change 10/17/2013 9:48 12
1539 Low.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
1540 High.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
1541 High.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
1542 High.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
1543 Low.Pre Pos.Change Pos.Change 10/17/2013 9:50 12
1544 High.Pre Pos.Change Pos.Change 10/17/2013 9:50 12
1545 High.Pre Pos.Change Pos.Change 10/17/2013 9:50 12
1546 High.Pre Pos.Change Pos.Change 10/17/2013 9:50 12
1547 Low.Pre Pos.Change Pos.Change 10/17/2013 9:51 12
1548 High.Pre Pos.Change Pos.Change 10/17/2013 9:51 12
1549 High.Pre Pos.Change Pos.Change 10/17/2013 9:52 12
1550 High.Pre Pos.Change Pos.Change 10/17/2013 9:53 12
1551 High.Pre Pos.Change Pos.Change 10/17/2013 9:53 12
1552 High.Pre Pos.Change Pos.Change 10/17/2013 9:54 12
1553 Low.Pre Pos.Change Pos.Change 10/17/2013 9:55 12
1554 High.Pre Pos.Change Pos.Change 10/17/2013 9:55 12
1555 Low.Pre Pos.Change Pos.Change 10/17/2013 9:55 12
1556 High.Pre Pos.Change Pos.Change 10/17/2013 9:55 12
1557 Low.Pre Pos.Change Pos.Change 10/17/2013 9:56 12
1558 High.Pre Pos.Change Pos.Change 10/17/2013 9:56 12
1559 Low.Pre Pos.Change Pos.Change 10/17/2013 9:56 12
1560 High.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1561 High.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1562 High.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1563 Low.Pre Pos.Change Pos.Change 10/17/2013 9:58 12
1564 High.Pre Pos.Change Pos.Change 10/17/2013 9:58 12
1565 Low.Pre Pos.Change Pos.Change 10/17/2013 9:58 12
1566 High.Pre Pos.Change Pos.Change 10/17/2013 9:58 12
1567 High.Pre Pos.Change Pos.Change 10/17/2013 9:59 12
1568 Low.Pre Pos.Change Pos.Change 10/17/2013 10:00 12
1569 Low.Pre Pos.Change Pos.Change 10/17/2013 10:00 12
1570 High.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
1571 High.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
1572 High.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
1573 Low.Pre Pos.Change Pos.Change 10/17/2013 10:02 12
1574 Low.Pre Pos.Change Pos.Change 10/17/2013 10:02 12
1575 High.Pre Pos.Change Pos.Change 10/17/2013 10:02 12
1576 Low.Pre Pos.Change Pos.Change 10/17/2013 10:02 12
1577 High.Pre Pos.Change Pos.Change 10/17/2013 10:02 12
1578 Low.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
1579 High.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
1580 High.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
1581 High.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
1582 Low.Pre Pos.Change Pos.Change 10/17/2013 10:04 12
1583 Low.Pre Pos.Change Pos.Change 10/17/2013 10:04 12
1584 Low.Pre Pos.Change Pos.Change 10/17/2013 10:04 12
1585 High.Pre Pos.Change Pos.Change 10/17/2013 10:05 12
1586 High.Pre Pos.Change Pos.Change 10/17/2013 10:05 12
1587 High.Pre Pos.Change Pos.Change 10/17/2013 10:05 12
1588 Low.Pre Pos.Change Pos.Change 10/17/2013 10:05 12
1589 Low.Pre Pos.Change Pos.Change 10/17/2013 10:06 12
1590 High.Pre Pos.Change Pos.Change 10/17/2013 10:06 12
1591 High.Pre Pos.Change Pos.Change 10/17/2013 10:06 12
1592 High.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
1593 Low.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
1594 High.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
1595 High.Pre Pos.Change Pos.Change 10/17/2013 10:08 12
1596 High.Pre Pos.Change Pos.Change 10/17/2013 10:08 12
1597 Low.Pre Pos.Change Pos.Change 10/17/2013 10:08 12
1598 Low.Pre Pos.Change Pos.Change 10/17/2013 10:09 12
1599 High.Pre Pos.Change Pos.Change 10/17/2013 10:09 12
1600 Low.Pre Pos.Change Pos.Change 10/17/2013 10:10 12
1601 High.Pre Pos.Change Pos.Change 10/17/2013 10:10 12
1602 High.Pre Pos.Change Pos.Change 10/17/2013 10:10 12
1603 High.Pre Pos.Change Pos.Change 10/17/2013 10:10 12
1604 Low.Pre Pos.Change Pos.Change 10/17/2013 10:10 12
1605 Low.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
1606 High.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
1607 High.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
1608 Low.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
1609 Low.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
1610 High.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
1611 High.Pre Pos.Change Pos.Change 10/17/2013 10:12 12
1612 Low.Pre Pos.Change Pos.Change 10/17/2013 10:12 12
1613 Low.Pre Pos.Change Pos.Change 10/17/2013 10:13 12
1614 High.Pre Pos.Change Pos.Change 10/17/2013 10:13 12
1615 Low.Pre Pos.Change Pos.Change 10/17/2013 10:13 12
1616 High.Pre Pos.Change Pos.Change 10/17/2013 10:13 12
1617 High.Pre Pos.Change Pos.Change 10/17/2013 10:14 12
1618 High.Pre Pos.Change Pos.Change 10/17/2013 10:15 12
1619 Low.Pre Pos.Change Pos.Change 10/17/2013 10:16 12
1620 High.Pre Pos.Change Pos.Change 10/17/2013 10:16 12
1621 High.Pre Pos.Change Pos.Change 10/17/2013 10:16 12
1622 High.Pre Pos.Change Pos.Change 10/17/2013 10:16 12
1623 Low.Pre Pos.Change Pos.Change 10/17/2013 10:18 12
1624 High.Pre Pos.Change Pos.Change 10/17/2013 10:19 12
1625 High.Pre Pos.Change Pos.Change 10/17/2013 10:19 12
1626 High.Pre Pos.Change Pos.Change 10/17/2013 10:21 12
1627 Low.Pre Pos.Change Pos.Change 10/22/2013 9:27 13
1628 High.Pre Pos.Change Pos.Change 10/22/2013 9:27 13
1629 High.Pre Pos.Change Pos.Change 10/22/2013 9:29 12
1630 Low.Pre Pos.Change Pos.Change 10/22/2013 9:33 13
1631 Low.Pre Pos.Change Pos.Change 10/22/2013 9:33 13
1632 Low.Pre Pos.Change Pos.Change 10/22/2013 9:37 13
1633 Low.Pre Pos.Change Pos.Change 10/22/2013 9:41 13
1634 Low.Pre Pos.Change Pos.Change 10/22/2013 9:50 13
1635 High.Pre Pos.Change Pos.Change 10/22/2013 9:51 13
1636 High.Pre Pos.Change Pos.Change 10/22/2013 9:53 13
1637 High.Pre Pos.Change Pos.Change 10/22/2013 9:54 13
1638 Low.Pre Pos.Change Pos.Change 10/22/2013 10:01 13
1639 High.Pre Pos.Change Pos.Change 10/22/2013 10:01 13
1640 High.Pre Pos.Change Pos.Change 10/22/2013 10:01 13
1641 Low.Pre Pos.Change Pos.Change 10/22/2013 10:01 13
1642 Low.Pre Pos.Change Pos.Change 10/22/2013 10:02 13
1643 High.Pre Pos.Change Pos.Change 10/22/2013 10:02 13
1644 Low.Pre Pos.Change Pos.Change 10/22/2013 10:02 14
1645 High.Pre Pos.Change Pos.Change 10/22/2013 10:03 13
1646 High.Pre Pos.Change Pos.Change 10/22/2013 10:03 13
1647 Low.Pre Pos.Change Pos.Change 10/22/2013 10:03 14
1648 High.Pre Pos.Change Pos.Change 10/22/2013 10:04 13
1649 Low.Pre Pos.Change Pos.Change 10/22/2013 10:04 14
1650 High.Pre Pos.Change Pos.Change 10/22/2013 10:05 13
1651 High.Pre Pos.Change Pos.Change 10/22/2013 10:05 13
1652 Low.Pre Pos.Change Pos.Change 10/22/2013 10:05 14
1653 High.Pre Pos.Change Pos.Change 10/22/2013 10:07 14
1654 Low.Pre Pos.Change Pos.Change 10/22/2013 10:08 12
1655 High.Pre Pos.Change Pos.Change 10/22/2013 10:08 14
1656 Low.Pre Pos.Change Pos.Change 10/22/2013 10:08 14
1657 Low.Pre Pos.Change Pos.Change 10/22/2013 10:09 12
1658 Low.Pre Pos.Change Pos.Change 10/22/2013 10:09 13
1659 High.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1660 High.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1661 High.Pre Pos.Change Pos.Change 10/22/2013 10:10 14
1662 High.Pre Pos.Change Pos.Change 10/22/2013 10:11 14
1663 Low.Pre Pos.Change Pos.Change 10/22/2013 10:12 14
1664 High.Pre Pos.Change Pos.Change 10/22/2013 10:13 12
1665 High.Pre Pos.Change Pos.Change 10/22/2013 10:14 14
1666 High.Pre Pos.Change Pos.Change 10/22/2013 10:15 12
1667 High.Pre Pos.Change Pos.Change 10/22/2013 10:15 12
1668 High.Pre Pos.Change Pos.Change 10/22/2013 10:15 12
1669 High.Pre Pos.Change Pos.Change 10/22/2013 10:15 14
1670 High.Pre Pos.Change Pos.Change 10/22/2013 10:16 14
1671 High.Pre Pos.Change Pos.Change 10/22/2013 10:16 14
1672 High.Pre Pos.Change Pos.Change 10/22/2013 10:17 12
1673 High.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
1674 High.Pre Pos.Change Pos.Change 10/22/2013 10:18 12
1675 High.Pre Pos.Change Pos.Change 10/22/2013 10:18 12
1676 High.Pre Pos.Change Pos.Change 10/22/2013 10:18 14
1677 High.Pre Pos.Change Pos.Change 10/22/2013 10:18 14
1678 Low.Pre Pos.Change Pos.Change 10/22/2013 10:18 14
1679 Low.Pre Pos.Change Pos.Change 10/22/2013 10:19 12
1680 Low.Pre Pos.Change Pos.Change 10/22/2013 10:19 12
1681 High.Pre Pos.Change Pos.Change 10/22/2013 10:19 14
1682 High.Pre Pos.Change Pos.Change 10/22/2013 10:19 14
1683 High.Pre Pos.Change Pos.Change 10/22/2013 10:19 14
1684 Low.Pre Pos.Change Pos.Change 10/22/2013 10:19 14
1685 Low.Pre Pos.Change Pos.Change 10/22/2013 10:20 12
1686 High.Pre Pos.Change Pos.Change 10/22/2013 10:20 14
1687 Low.Pre Pos.Change Pos.Change 10/22/2013 10:20 14
1688 High.Pre Pos.Change Pos.Change 10/22/2013 10:21 12
1689 Low.Pre Pos.Change Pos.Change 10/22/2013 10:22 13
1690 High.Pre Pos.Change Pos.Change 10/22/2013 10:22 14
1691 High.Pre Pos.Change Pos.Change 10/22/2013 10:22 14
1692 Low.Pre Pos.Change Pos.Change 10/22/2013 10:23 13
1693 Low.Pre Pos.Change Pos.Change 10/27/2013 19:31 16
1694 High.Pre Pos.Change Pos.Change 10/28/2013 10:05 16
1695 Low.Pre Pos.Change Pos.Change 10/28/2013 12:08 16
1696 Low.Pre Pos.Change Pos.Change 10/28/2013 17:00 16
1697 Low.Pre Pos.Change Pos.Change 10/31/2013 10:13 17
1698 Low.Pre Pos.Change Pos.Change 10/31/2013 10:37 18
1699 Low.Pre Pos.Change Pos.Change 10/17/2013 9:29 12
1700 Low.Pre Pos.Change Pos.Change 10/17/2013 9:30 12
1701 Low.Pre Pos.Change Pos.Change 10/17/2013 9:30 12
1702 High.Pre Pos.Change Pos.Change 10/17/2013 9:30 12
1703 High.Pre Pos.Change Pos.Change 10/17/2013 9:31 12
1704 Low.Pre Pos.Change Pos.Change 10/17/2013 9:31 12
1705 High.Pre Pos.Change Pos.Change 10/17/2013 9:35 12
1706 Low.Pre Pos.Change Pos.Change 10/17/2013 9:36 12
1707 Low.Pre Pos.Change Pos.Change 10/17/2013 9:36 12
1708 High.Pre Pos.Change Pos.Change 10/17/2013 9:36 12
1709 Low.Pre Pos.Change Pos.Change 10/17/2013 9:36 12
1710 Low.Pre Pos.Change Pos.Change 10/17/2013 9:37 12
1711 High.Pre Pos.Change Pos.Change 10/17/2013 9:37 12
1712 High.Pre Pos.Change Pos.Change 10/17/2013 9:38 12
1713 Low.Pre Pos.Change Pos.Change 10/17/2013 9:40 12
1714 Low.Pre Pos.Change Pos.Change 10/17/2013 9:40 12
1715 High.Pre Pos.Change Pos.Change 10/17/2013 9:40 12
1716 Low.Pre Pos.Change Pos.Change 10/17/2013 9:41 12
1717 Low.Pre Pos.Change Pos.Change 10/17/2013 9:41 12
1718 Low.Pre Pos.Change Pos.Change 10/17/2013 9:41 12
1719 High.Pre Pos.Change Pos.Change 10/17/2013 9:41 12
1720 High.Pre Pos.Change Pos.Change 10/17/2013 9:41 12
1721 Low.Pre Pos.Change Pos.Change 10/17/2013 9:41 12
1722 Low.Pre Pos.Change Pos.Change 10/17/2013 9:42 12
1723 Low.Pre Pos.Change Pos.Change 10/17/2013 9:42 12
1724 High.Pre Pos.Change Pos.Change 10/17/2013 9:42 12
1725 High.Pre Pos.Change Pos.Change 10/17/2013 9:42 12
1726 Low.Pre Pos.Change Pos.Change 10/17/2013 9:43 12
1727 Low.Pre Pos.Change Pos.Change 10/17/2013 9:44 12
1728 Low.Pre Pos.Change Pos.Change 10/17/2013 9:44 12
1729 High.Pre Pos.Change Pos.Change 10/17/2013 9:46 12
1730 Low.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
1731 Low.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
1732 High.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
1733 Low.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
1734 High.Pre Pos.Change Pos.Change 10/17/2013 9:48 12
1735 High.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
1736 Low.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
1737 Low.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
1738 Low.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
1739 Low.Pre Pos.Change Pos.Change 10/17/2013 9:51 12
1740 Low.Pre Pos.Change Pos.Change 10/17/2013 9:51 12
1741 Low.Pre Pos.Change Pos.Change 10/17/2013 9:51 12
1742 Low.Pre Pos.Change Pos.Change 10/17/2013 9:51 12
1743 Low.Pre Pos.Change Pos.Change 10/17/2013 9:52 12
1744 Low.Pre Pos.Change Pos.Change 10/17/2013 9:53 12
1745 High.Pre Pos.Change Pos.Change 10/17/2013 9:53 12
1746 Low.Pre Pos.Change Pos.Change 10/17/2013 9:54 12
1747 Low.Pre Pos.Change Pos.Change 10/17/2013 9:54 12
1748 High.Pre Pos.Change Pos.Change 10/17/2013 9:54 12
1749 High.Pre Pos.Change Pos.Change 10/17/2013 9:55 12
1750 High.Pre Pos.Change Pos.Change 10/17/2013 9:56 12
1751 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1752 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1753 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1754 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1755 High.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1756 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1757 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
1758 Low.Pre Pos.Change Pos.Change 10/17/2013 9:58 12
1759 Low.Pre Pos.Change Pos.Change 10/17/2013 9:59 12
1760 Low.Pre Pos.Change Pos.Change 10/17/2013 9:59 12
1761 High.Pre Pos.Change Pos.Change 10/17/2013 9:59 12
1762 Low.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
1763 High.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
1764 High.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
1765 Low.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
1766 High.Pre Pos.Change Pos.Change 10/17/2013 10:02 12
1767 Low.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
1768 Low.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
1769 High.Pre Pos.Change Pos.Change 10/17/2013 10:04 12
1770 High.Pre Pos.Change Pos.Change 10/17/2013 10:04 12
1771 Low.Pre Pos.Change Pos.Change 10/17/2013 10:05 12
1772 Low.Pre Pos.Change Pos.Change 10/17/2013 10:05 12
1773 Low.Pre Pos.Change Pos.Change 10/17/2013 10:05 12
1774 Low.Pre Pos.Change Pos.Change 10/17/2013 10:06 12
1775 High.Pre Pos.Change Pos.Change 10/17/2013 10:06 12
1776 Low.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
1777 Low.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
1778 Low.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
1779 Low.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
1780 High.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
1781 High.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
1782 Low.Pre Pos.Change Pos.Change 10/17/2013 10:08 12
1783 Low.Pre Pos.Change Pos.Change 10/17/2013 10:08 12
1784 Low.Pre Pos.Change Pos.Change 10/17/2013 10:08 12
1785 High.Pre Pos.Change Pos.Change 10/17/2013 10:08 12
1786 Low.Pre Pos.Change Pos.Change 10/17/2013 10:09 12
1787 Low.Pre Pos.Change Pos.Change 10/17/2013 10:09 12
1788 Low.Pre Pos.Change Pos.Change 10/17/2013 10:09 12
1789 Low.Pre Pos.Change Pos.Change 10/17/2013 10:09 12
1790 High.Pre Pos.Change Pos.Change 10/17/2013 10:09 12
1791 Low.Pre Pos.Change Pos.Change 10/17/2013 10:10 12
1792 Low.Pre Pos.Change Pos.Change 10/17/2013 10:10 12
1793 Low.Pre Pos.Change Pos.Change 10/17/2013 10:10 12
1794 Low.Pre Pos.Change Pos.Change 10/17/2013 10:10 12
1795 High.Pre Pos.Change Pos.Change 10/17/2013 10:10 12
1796 Low.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
1797 Low.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
1798 High.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
1799 High.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
1800 Low.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
1801 Low.Pre Pos.Change Pos.Change 10/17/2013 10:12 12
1802 Low.Pre Pos.Change Pos.Change 10/17/2013 10:12 12
1803 Low.Pre Pos.Change Pos.Change 10/17/2013 10:12 12
1804 Low.Pre Pos.Change Pos.Change 10/17/2013 10:14 12
1805 Low.Pre Pos.Change Pos.Change 10/17/2013 10:14 12
1806 High.Pre Pos.Change Pos.Change 10/17/2013 10:14 12
1807 High.Pre Pos.Change Pos.Change 10/17/2013 10:14 12
1808 Low.Pre Pos.Change Pos.Change 10/17/2013 10:15 12
1809 Low.Pre Pos.Change Pos.Change 10/17/2013 10:15 12
1810 High.Pre Pos.Change Pos.Change 10/17/2013 10:16 12
1811 Low.Pre Pos.Change Pos.Change 10/17/2013 10:17 12
1812 Low.Pre Pos.Change Pos.Change 10/17/2013 10:17 12
1813 High.Pre Pos.Change Pos.Change 10/17/2013 10:17 12
1814 Low.Pre Pos.Change Pos.Change 10/17/2013 10:19 12
1815 High.Pre Pos.Change Pos.Change 10/17/2013 10:19 12
1816 High.Pre Pos.Change Pos.Change 10/17/2013 10:20 12
1817 Low.Pre Pos.Change Pos.Change 10/17/2013 10:21 12
1818 Low.Pre Pos.Change Pos.Change 10/17/2013 10:21 12
1819 Low.Pre Pos.Change Pos.Change 10/17/2013 10:21 12
1820 High.Pre Pos.Change Pos.Change 10/17/2013 10:21 12
1821 High.Pre Pos.Change Pos.Change 10/17/2013 10:22 12
1822 Low.Pre Pos.Change Pos.Change 10/17/2013 10:22 12
1823 Low.Pre Pos.Change Pos.Change 10/17/2013 10:22 12
1824 Low.Pre Pos.Change Pos.Change 10/17/2013 10:23 12
1825 Low.Pre Pos.Change Pos.Change 10/17/2013 10:23 12
1826 Low.Pre Pos.Change Pos.Change 10/17/2013 10:23 12
1827 Low.Pre Pos.Change Pos.Change 10/17/2013 10:24 12
1828 Low.Pre Pos.Change Pos.Change 10/17/2013 10:24 12
1829 Low.Pre Pos.Change Pos.Change 10/17/2013 10:24 12
1830 Low.Pre Pos.Change Pos.Change 10/17/2013 10:24 12
1831 Low.Pre Pos.Change Pos.Change 10/17/2013 10:24 12
1832 Low.Pre Pos.Change Pos.Change 10/17/2013 10:25 12
1833 Low.Pre Pos.Change Pos.Change 10/17/2013 10:25 12
1834 Low.Pre Pos.Change Pos.Change 10/17/2013 10:25 12
1835 High.Pre Pos.Change Pos.Change 10/17/2013 10:25 12
1836 Low.Pre Pos.Change Pos.Change 10/17/2013 10:27 12
1837 Low.Pre Pos.Change Pos.Change 10/17/2013 10:27 12
1838 Low.Pre Pos.Change Pos.Change 10/17/2013 10:28 12
1839 Low.Pre Pos.Change Pos.Change 10/17/2013 10:28 12
1840 High.Pre Pos.Change Pos.Change 10/19/2013 15:37 12
1841 High.Pre Pos.Change Pos.Change 10/19/2013 15:37 12
1842 Low.Pre Pos.Change Pos.Change 10/20/2013 22:41 12
1843 Low.Pre Pos.Change Pos.Change 10/20/2013 22:48 12
1844 High.Pre Pos.Change Pos.Change 10/22/2013 9:28 12
1845 Low.Pre Pos.Change Pos.Change 10/22/2013 9:28 12
1846 High.Pre Pos.Change Pos.Change 10/22/2013 9:28 13
1847 High.Pre Pos.Change Pos.Change 10/22/2013 9:29 13
1848 High.Pre Pos.Change Pos.Change 10/22/2013 9:30 13
1849 High.Pre Pos.Change Pos.Change 10/22/2013 9:31 13
1850 Low.Pre Pos.Change Pos.Change 10/22/2013 9:49 13
1851 Low.Pre Pos.Change Pos.Change 10/22/2013 9:58 13
1852 Low.Pre Pos.Change Pos.Change 10/22/2013 9:58 13
1853 High.Pre Pos.Change Pos.Change 10/22/2013 9:59 13
1854 High.Pre Pos.Change Pos.Change 10/22/2013 9:59 13
1855 Low.Pre Pos.Change Pos.Change 10/22/2013 10:00 13
1856 Low.Pre Pos.Change Pos.Change 10/22/2013 10:01 14
1857 Low.Pre Pos.Change Pos.Change 10/22/2013 10:01 14
1858 Low.Pre Pos.Change Pos.Change 10/22/2013 10:02 14
1859 High.Pre Pos.Change Pos.Change 10/22/2013 10:02 14
1860 High.Pre Pos.Change Pos.Change 10/22/2013 10:02 14
1861 Low.Pre Pos.Change Pos.Change 10/22/2013 10:03 14
1862 Low.Pre Pos.Change Pos.Change 10/22/2013 10:04 14
1863 Low.Pre Pos.Change Pos.Change 10/22/2013 10:04 14
1864 High.Pre Pos.Change Pos.Change 10/22/2013 10:04 14
1865 Low.Pre Pos.Change Pos.Change 10/22/2013 10:05 14
1866 Low.Pre Pos.Change Pos.Change 10/22/2013 10:05 14
1867 Low.Pre Pos.Change Pos.Change 10/22/2013 10:05 14
1868 High.Pre Pos.Change Pos.Change 10/22/2013 10:05 14
1869 Low.Pre Pos.Change Pos.Change 10/22/2013 10:06 13
1870 Low.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
1871 Low.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
1872 Low.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
1873 High.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
1874 High.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
1875 Low.Pre Pos.Change Pos.Change 10/22/2013 10:07 14
1876 Low.Pre Pos.Change Pos.Change 10/22/2013 10:07 14
1877 High.Pre Pos.Change Pos.Change 10/22/2013 10:07 14
1878 Low.Pre Pos.Change Pos.Change 10/22/2013 10:08 14
1879 Low.Pre Pos.Change Pos.Change 10/22/2013 10:08 14
1880 High.Pre Pos.Change Pos.Change 10/22/2013 10:08 14
1881 Low.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1882 Low.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1883 Low.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1884 Low.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1885 Low.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1886 Low.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1887 High.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1888 High.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1889 High.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
1890 Low.Pre Pos.Change Pos.Change 10/22/2013 10:10 14
1891 Low.Pre Pos.Change Pos.Change 10/22/2013 10:10 14
1892 Low.Pre Pos.Change Pos.Change 10/22/2013 10:10 14
1893 Low.Pre Pos.Change Pos.Change 10/22/2013 10:11 14
1894 Low.Pre Pos.Change Pos.Change 10/22/2013 10:11 14
1895 High.Pre Pos.Change Pos.Change 10/22/2013 10:11 14
1896 High.Pre Pos.Change Pos.Change 10/22/2013 10:11 14
1897 High.Pre Pos.Change Pos.Change 10/22/2013 10:11 14
1898 Low.Pre Pos.Change Pos.Change 10/22/2013 10:12 13
1899 High.Pre Pos.Change Pos.Change 10/22/2013 10:13 14
1900 High.Pre Pos.Change Pos.Change 10/22/2013 10:13 14
1901 Low.Pre Pos.Change Pos.Change 10/22/2013 10:14 14
1902 Low.Pre Pos.Change Pos.Change 10/22/2013 10:14 14
1903 Low.Pre Pos.Change Pos.Change 10/22/2013 10:14 14
1904 Low.Pre Pos.Change Pos.Change 10/22/2013 10:15 14
1905 High.Pre Pos.Change Pos.Change 10/22/2013 10:16 14
1906 Low.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
1907 Low.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
1908 Low.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
1909 Low.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
1910 High.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
1911 High.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
1912 Low.Pre Pos.Change Pos.Change 10/22/2013 10:18 14
1913 High.Pre Pos.Change Pos.Change 10/22/2013 10:18 14
1914 Low.Pre Pos.Change Pos.Change 10/24/2013 9:52 16
1915 Low.Pre Pos.Change Pos.Change 10/24/2013 9:52 16
1916 Low.Pre Pos.Change Pos.Change 10/24/2013 9:55 17
1917 Low.Pre Pos.Change Pos.Change 10/24/2013 9:55 17
1918 Low.Pre Pos.Change Pos.Change 10/24/2013 10:24 16
1919 Low.Pre Pos.Change Pos.Change 10/24/2013 10:24 16
1920 Low.Pre Pos.Change Pos.Change 10/24/2013 10:31 16
1921 Low.Pre Pos.Change Pos.Change 10/24/2013 10:31 16
1922 Low.Pre Pos.Change Pos.Change 10/24/2013 10:32 16
1923 Low.Pre Pos.Change Pos.Change 10/24/2013 10:32 16
1924 Low.Pre Pos.Change Pos.Change 10/24/2013 10:58 16
1925 Low.Pre Pos.Change Pos.Change 10/24/2013 10:58 16
1926 Low.Pre Pos.Change Pos.Change 10/25/2013 13:41 16
1927 Low.Pre Pos.Change Pos.Change 10/27/2013 17:05 16
1928 Low.Pre Pos.Change Pos.Change 10/27/2013 17:05 16
1929 High.Pre Pos.Change Pos.Change 10/27/2013 22:32 16
1930 Low.Pre Pos.Change Pos.Change 10/27/2013 23:15 16
1931 Low.Pre Pos.Change Pos.Change 10/27/2013 23:15 16
1932 High.Pre Pos.Change Pos.Change 10/28/2013 10:25 16
1933 Low.Pre Pos.Change Pos.Change 10/28/2013 16:44 16
1934 Low.Pre Pos.Change Pos.Change 10/28/2013 16:48 16
1935 Low.Pre Pos.Change Pos.Change 10/28/2013 16:51 16
1936 High.Pre Pos.Change Pos.Change 10/28/2013 16:52 16
1937 Low.Pre Pos.Change Pos.Change 10/28/2013 16:52 16
1938 High.Pre Pos.Change Pos.Change 10/28/2013 16:53 16
1939 Low.Pre Pos.Change Pos.Change 10/28/2013 16:53 16
1940 Low.Pre Pos.Change Pos.Change 10/28/2013 16:53 16
1941 Low.Pre Pos.Change Pos.Change 10/28/2013 16:55 16
1942 High.Pre Pos.Change Pos.Change 10/28/2013 16:55 16
1943 Low.Pre Pos.Change Pos.Change 10/28/2013 16:57 16
1944 Low.Pre Pos.Change Pos.Change 10/28/2013 16:59 16
1945 High.Pre Pos.Change Pos.Change 10/28/2013 17:01 16
1946 Low.Pre Pos.Change Pos.Change 10/28/2013 17:01 16
1947 High.Pre Pos.Change Pos.Change 10/28/2013 17:02 16
1948 Low.Pre Pos.Change Pos.Change 10/28/2013 17:03 16
1949 High.Pre Pos.Change Pos.Change 10/28/2013 17:04 16
1950 Low.Pre Pos.Change Pos.Change 10/28/2013 17:05 16
1951 Low.Pre Pos.Change Pos.Change 10/28/2013 17:06 16
1952 Low.Pre Pos.Change Pos.Change 10/28/2013 17:06 16
1953 High.Pre Pos.Change Pos.Change 10/28/2013 17:06 16
1954 Low.Pre Pos.Change Pos.Change 10/28/2013 17:06 16
1955 Low.Pre Pos.Change Pos.Change 10/28/2013 17:06 16
1956 High.Pre Pos.Change Pos.Change 10/28/2013 17:07 16
1957 Low.Pre Pos.Change Pos.Change 10/28/2013 17:07 16
1958 Low.Pre Pos.Change Pos.Change 10/28/2013 17:08 16
1959 High.Pre Pos.Change Pos.Change 10/28/2013 17:08 16
1960 Low.Pre Pos.Change Pos.Change 10/28/2013 17:09 16
1961 Low.Pre Pos.Change Pos.Change 10/28/2013 17:10 16
1962 Low.Pre Pos.Change Pos.Change 10/28/2013 17:10 16
1963 Low.Pre Pos.Change Pos.Change 10/28/2013 17:11 16
1964 High.Pre Pos.Change Pos.Change 10/28/2013 17:12 16
1965 Low.Pre Pos.Change Pos.Change 10/28/2013 17:15 16
1966 Low.Pre Pos.Change Pos.Change 10/28/2013 17:16 16
1967 Low.Pre Pos.Change Pos.Change 10/28/2013 17:17 16
1968 Low.Pre Pos.Change Pos.Change 10/28/2013 17:17 16
1969 High.Pre Pos.Change Pos.Change 10/28/2013 17:19 16
1970 Low.Pre Pos.Change Pos.Change 10/28/2013 17:27 16
1971 High.Pre Pos.Change Pos.Change 10/28/2013 21:08 16
1972 Low.Pre Pos.Change Pos.Change 10/28/2013 21:09 16
1973 Low.Pre Pos.Change Pos.Change 10/29/2013 0:20 16
1974 Low.Pre Pos.Change Pos.Change 10/30/2013 19:23 16
1975 Low.Pre Pos.Change Pos.Change 10/30/2013 19:23 16
1976 High.Pre Pos.Change Pos.Change 10/31/2013 9:46 17
1977 Low.Pre Pos.Change Pos.Change 10/31/2013 9:50 16
1978 Low.Pre Pos.Change Pos.Change 10/31/2013 9:50 16
1979 High.Pre Pos.Change Pos.Change 10/17/2013 9:28 12
1980 High.Pre Pos.Change Pos.Change 10/17/2013 9:28 12
1981 High.Pre Pos.Change Pos.Change 10/17/2013 9:29 12
1982 High.Pre Pos.Change Pos.Change 10/17/2013 9:29 12
1983 High.Pre Pos.Change Pos.Change 10/17/2013 9:29 12
1984 Low.Pre Pos.Change Pos.Change 10/17/2013 9:30 12
1985 High.Pre Pos.Change Pos.Change 10/17/2013 9:30 12
1986 High.Pre Pos.Change Pos.Change 10/17/2013 9:30 12
1987 Low.Pre Pos.Change Pos.Change 10/17/2013 9:31 12
1988 Low.Pre Pos.Change Pos.Change 10/17/2013 9:34 12
1989 Low.Pre Pos.Change Pos.Change 10/17/2013 9:34 12
1990 Low.Pre Pos.Change Pos.Change 10/17/2013 9:35 12
1991 High.Pre Pos.Change Pos.Change 10/17/2013 9:35 12
1992 High.Pre Pos.Change Pos.Change 10/17/2013 9:35 12
1993 High.Pre Pos.Change Pos.Change 10/17/2013 9:36 12
1994 High.Pre Pos.Change Pos.Change 10/17/2013 9:36 12
1995 High.Pre Pos.Change Pos.Change 10/17/2013 9:38 12
1996 High.Pre Pos.Change Pos.Change 10/17/2013 9:39 12
1997 High.Pre Pos.Change Pos.Change 10/17/2013 9:40 12
1998 High.Pre Pos.Change Pos.Change 10/17/2013 9:40 12
1999 High.Pre Pos.Change Pos.Change 10/17/2013 9:40 12
2000 High.Pre Pos.Change Pos.Change 10/17/2013 9:40 12
2001 High.Pre Pos.Change Pos.Change 10/17/2013 9:41 12
2002 High.Pre Pos.Change Pos.Change 10/17/2013 9:41 12
2003 High.Pre Pos.Change Pos.Change 10/17/2013 9:43 12
2004 Low.Pre Pos.Change Pos.Change 10/17/2013 9:46 12
2005 High.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
2006 High.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
2007 High.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
2008 High.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
2009 High.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
2010 Low.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
2011 Low.Pre Pos.Change Pos.Change 10/17/2013 9:48 12
2012 High.Pre Pos.Change Pos.Change 10/17/2013 9:48 12
2013 High.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
2014 High.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
2015 Low.Pre Pos.Change Pos.Change 10/17/2013 9:52 12
2016 High.Pre Pos.Change Pos.Change 10/17/2013 9:52 12
2017 Low.Pre Pos.Change Pos.Change 10/17/2013 9:52 12
2018 Low.Pre Pos.Change Pos.Change 10/17/2013 9:52 12
2019 High.Pre Pos.Change Pos.Change 10/17/2013 9:52 12
2020 High.Pre Pos.Change Pos.Change 10/17/2013 9:52 12
2021 High.Pre Pos.Change Pos.Change 10/17/2013 9:53 12
2022 High.Pre Pos.Change Pos.Change 10/17/2013 9:53 12
2023 High.Pre Pos.Change Pos.Change 10/17/2013 9:53 12
2024 High.Pre Pos.Change Pos.Change 10/17/2013 9:53 12
2025 High.Pre Pos.Change Pos.Change 10/17/2013 9:53 12
2026 High.Pre Pos.Change Pos.Change 10/17/2013 9:55 12
2027 High.Pre Pos.Change Pos.Change 10/17/2013 9:56 12
2028 High.Pre Pos.Change Pos.Change 10/17/2013 9:56 12
2029 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
2030 High.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
2031 High.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
2032 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
2033 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
2034 High.Pre Pos.Change Pos.Change 10/17/2013 9:59 12
2035 High.Pre Pos.Change Pos.Change 10/17/2013 9:59 12
2036 High.Pre Pos.Change Pos.Change 10/17/2013 10:00 12
2037 Low.Pre Pos.Change Pos.Change 10/17/2013 10:00 12
2038 High.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
2039 Low.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
2040 Low.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
2041 High.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
2042 High.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
2043 Low.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
2044 High.Pre Pos.Change Pos.Change 10/17/2013 10:03 12
2045 High.Pre Pos.Change Pos.Change 10/17/2013 10:04 12
2046 High.Pre Pos.Change Pos.Change 10/17/2013 10:04 12
2047 High.Pre Pos.Change Pos.Change 10/17/2013 10:05 12
2048 Low.Pre Pos.Change Pos.Change 10/17/2013 10:05 12
2049 High.Pre Pos.Change Pos.Change 10/17/2013 10:05 12
2050 High.Pre Pos.Change Pos.Change 10/17/2013 10:06 12
2051 High.Pre Pos.Change Pos.Change 10/17/2013 10:06 12
2052 High.Pre Pos.Change Pos.Change 10/17/2013 10:06 12
2053 High.Pre Pos.Change Pos.Change 10/17/2013 10:06 12
2054 Low.Pre Pos.Change Pos.Change 10/17/2013 10:06 12
2055 High.Pre Pos.Change Pos.Change 10/17/2013 10:06 12
2056 Low.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
2057 High.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
2058 Low.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
2059 High.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
2060 High.Pre Pos.Change Pos.Change 10/17/2013 10:08 12
2061 High.Pre Pos.Change Pos.Change 10/17/2013 10:08 12
2062 High.Pre Pos.Change Pos.Change 10/17/2013 10:08 12
2063 Low.Pre Pos.Change Pos.Change 10/17/2013 10:08 12
2064 High.Pre Pos.Change Pos.Change 10/17/2013 10:09 12
2065 High.Pre Pos.Change Pos.Change 10/17/2013 10:10 12
2066 High.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
2067 High.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
2068 Low.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
2069 Low.Pre Pos.Change Pos.Change 10/17/2013 10:12 12
2070 High.Pre Pos.Change Pos.Change 10/17/2013 10:13 12
2071 Low.Pre Pos.Change Pos.Change 10/17/2013 10:14 12
2072 High.Pre Pos.Change Pos.Change 10/17/2013 10:15 12
2073 High.Pre Pos.Change Pos.Change 10/17/2013 10:15 12
2074 Low.Pre Pos.Change Pos.Change 10/17/2013 10:16 12
2075 High.Pre Pos.Change Pos.Change 10/17/2013 10:17 12
2076 High.Pre Pos.Change Pos.Change 10/17/2013 10:18 12
2077 Low.Pre Pos.Change Pos.Change 10/17/2013 10:18 12
2078 Low.Pre Pos.Change Pos.Change 10/17/2013 10:18 12
2079 High.Pre Pos.Change Pos.Change 10/17/2013 10:21 12
2080 High.Pre Pos.Change Pos.Change 10/17/2013 10:23 12
2081 High.Pre Pos.Change Pos.Change 10/17/2013 10:25 12
2082 High.Pre Pos.Change Pos.Change 10/20/2013 15:33 12
2083 High.Pre Pos.Change Pos.Change 10/20/2013 15:33 12
2084 High.Pre Pos.Change Pos.Change 10/22/2013 9:27 13
2085 High.Pre Pos.Change Pos.Change 10/22/2013 9:37 13
2086 High.Pre Pos.Change Pos.Change 10/22/2013 9:37 13
2087 High.Pre Pos.Change Pos.Change 10/22/2013 9:37 13
2088 High.Pre Pos.Change Pos.Change 10/22/2013 9:49 13
2089 High.Pre Pos.Change Pos.Change 10/22/2013 9:53 13
2090 High.Pre Pos.Change Pos.Change 10/22/2013 10:03 14
2091 High.Pre Pos.Change Pos.Change 10/22/2013 10:04 14
2092 High.Pre Pos.Change Pos.Change 10/22/2013 10:04 14
2093 High.Pre Pos.Change Pos.Change 10/22/2013 10:05 13
2094 High.Pre Pos.Change Pos.Change 10/22/2013 10:05 13
2095 High.Pre Pos.Change Pos.Change 10/22/2013 10:05 14
2096 High.Pre Pos.Change Pos.Change 10/22/2013 10:05 14
2097 High.Pre Pos.Change Pos.Change 10/22/2013 10:05 14
2098 High.Pre Pos.Change Pos.Change 10/22/2013 10:06 13
2099 Low.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
2100 Low.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
2101 High.Pre Pos.Change Pos.Change 10/22/2013 10:07 14
2102 Low.Pre Pos.Change Pos.Change 10/22/2013 10:07 14
2103 High.Pre Pos.Change Pos.Change 10/22/2013 10:08 13
2104 Low.Pre Pos.Change Pos.Change 10/22/2013 10:08 14
2105 High.Pre Pos.Change Pos.Change 10/22/2013 10:08 14
2106 High.Pre Pos.Change Pos.Change 10/22/2013 10:08 14
2107 High.Pre Pos.Change Pos.Change 10/22/2013 10:08 14
2108 High.Pre Pos.Change Pos.Change 10/22/2013 10:09 13
2109 High.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
2110 Low.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
2111 High.Pre Pos.Change Pos.Change 10/22/2013 10:11 13
2112 High.Pre Pos.Change Pos.Change 10/22/2013 10:11 14
2113 High.Pre Pos.Change Pos.Change 10/22/2013 10:11 14
2114 High.Pre Pos.Change Pos.Change 10/22/2013 10:12 14
2115 High.Pre Pos.Change Pos.Change 10/22/2013 10:13 14
2116 High.Pre Pos.Change Pos.Change 10/22/2013 10:13 14
2117 High.Pre Pos.Change Pos.Change 10/22/2013 10:13 14
2118 High.Pre Pos.Change Pos.Change 10/22/2013 10:13 14
2119 Low.Pre Pos.Change Pos.Change 10/22/2013 10:13 14
2120 Low.Pre Pos.Change Pos.Change 10/22/2013 10:14 14
2121 High.Pre Pos.Change Pos.Change 10/22/2013 10:14 14
2122 High.Pre Pos.Change Pos.Change 10/22/2013 10:14 14
2123 High.Pre Pos.Change Pos.Change 10/22/2013 10:14 14
2124 Low.Pre Pos.Change Pos.Change 10/22/2013 10:15 14
2125 High.Pre Pos.Change Pos.Change 10/22/2013 10:16 14
2126 High.Pre Pos.Change Pos.Change 10/22/2013 10:20 14
2127 High.Pre Pos.Change Pos.Change 10/22/2013 10:23 14
2128 High.Pre Pos.Change Pos.Change 10/22/2013 10:26 14
2129 High.Pre Pos.Change Pos.Change 10/22/2013 10:30 14
2130 High.Pre Pos.Change Pos.Change 10/23/2013 18:59 15
2131 High.Pre Pos.Change Pos.Change 10/24/2013 9:21 15
2132 High.Pre Pos.Change Pos.Change 10/24/2013 9:40 15
2133 High.Pre Pos.Change Pos.Change 10/24/2013 9:45 15
2134 High.Pre Pos.Change Pos.Change 10/24/2013 9:45 15
2135 High.Pre Pos.Change Pos.Change 10/24/2013 9:48 15
2136 High.Pre Pos.Change Pos.Change 10/24/2013 9:50 16
2137 High.Pre Pos.Change Pos.Change 10/24/2013 9:50 16
2138 High.Pre Pos.Change Pos.Change 10/27/2013 15:08 16
2139 High.Pre Pos.Change Pos.Change 10/27/2013 15:08 16
2140 High.Pre Pos.Change Pos.Change 10/27/2013 15:41 16
2141 High.Pre Pos.Change Pos.Change 10/27/2013 15:41 16
2142 High.Pre Pos.Change Pos.Change 10/27/2013 15:41 16
2143 High.Pre Pos.Change Pos.Change 10/27/2013 15:41 16
2144 Low.Pre Pos.Change Pos.Change 10/27/2013 17:46 16
2145 Low.Pre Pos.Change Pos.Change 10/27/2013 17:49 16
2146 High.Pre Pos.Change Pos.Change 10/28/2013 10:05 16
2147 High.Pre Pos.Change Pos.Change 10/28/2013 10:05 16
2148 Low.Pre Pos.Change Pos.Change 10/31/2013 9:50 16
2149 Low.Pre Pos.Change Pos.Change 10/31/2013 9:53 17
2150 High.Pre Pos.Change Pos.Change 10/31/2013 9:54 17
2151 High.Pre Pos.Change Pos.Change 10/31/2013 9:56 17
2152 High.Pre Pos.Change Pos.Change 10/31/2013 10:00 17
2153 High.Pre Pos.Change Pos.Change 10/31/2013 10:00 17
2154 High.Pre Pos.Change Pos.Change 10/31/2013 10:00 17
2155 High.Pre Pos.Change Pos.Change 10/31/2013 10:05 17
2156 High.Pre Pos.Change Pos.Change 10/31/2013 10:11 17
2157 Low.Pre Pos.Change Pos.Change 10/31/2013 10:14 17
2158 High.Pre Pos.Change Pos.Change 10/31/2013 10:18 17
2159 High.Pre Pos.Change Pos.Change 10/31/2013 10:19 17
2160 High.Pre Pos.Change Pos.Change 10/31/2013 10:20 18
2161 High.Pre Pos.Change Pos.Change 10/31/2013 11:30 18
2162 High.Pre Pos.Change Pos.Change 10/17/2013 9:30 12
2163 Low.Pre Pos.Change Pos.Change 10/17/2013 9:30 12
2164 High.Pre No.Change Neg.Change 10/17/2013 9:32 12
2165 High.Pre No.Change Neg.Change 10/17/2013 9:35 12
2166 High.Pre Pos.Change Pos.Change 10/17/2013 9:35 12
2167 Low.Pre Pos.Change Pos.Change 10/17/2013 9:37 12
2168 High.Pre Pos.Change Pos.Change 10/17/2013 9:38 12
2169 High.Pre Pos.Change Pos.Change 10/17/2013 9:38 12
2170 High.Pre No.Change Neg.Change 10/17/2013 9:39 12
2171 High.Pre Pos.Change Pos.Change 10/17/2013 9:39 12
2172 Low.Pre Pos.Change Pos.Change 10/17/2013 9:39 12
2173 Low.Pre No.Change Neg.Change 10/17/2013 9:40 12
2174 High.Pre Pos.Change Pos.Change 10/17/2013 9:40 12
2175 Low.Pre No.Change Neg.Change 10/17/2013 9:41 12
2176 High.Pre Pos.Change Pos.Change 10/17/2013 9:41 12
2177 Low.Pre No.Change Neg.Change 10/17/2013 9:42 12
2178 High.Pre No.Change Neg.Change 10/17/2013 9:42 12
2179 High.Pre Pos.Change Pos.Change 10/17/2013 9:42 12
2180 Low.Pre No.Change Neg.Change 10/17/2013 9:43 12
2181 High.Pre No.Change Neg.Change 10/17/2013 9:43 12
2182 High.Pre Pos.Change Pos.Change 10/17/2013 9:44 12
2183 High.Pre Pos.Change Pos.Change 10/17/2013 9:45 12
2184 High.Pre No.Change Pos.Change 10/17/2013 9:46 12
2185 High.Pre Pos.Change Pos.Change 10/17/2013 9:47 12
2186 High.Pre No.Change Neg.Change 10/17/2013 9:48 12
2187 High.Pre No.Change Pos.Change 10/17/2013 9:48 12
2188 High.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
2189 Low.Pre Pos.Change Pos.Change 10/17/2013 9:49 12
2190 High.Pre Pos.Change Pos.Change 10/17/2013 9:50 12
2191 High.Pre No.Change Pos.Change 10/17/2013 9:50 12
2192 High.Pre Pos.Change Pos.Change 10/17/2013 9:51 12
2193 High.Pre Pos.Change Pos.Change 10/17/2013 9:52 12
2194 High.Pre Pos.Change Pos.Change 10/17/2013 9:53 12
2195 High.Pre No.Change Pos.Change 10/17/2013 9:53 12
2196 High.Pre Pos.Change Pos.Change 10/17/2013 9:54 12
2197 Low.Pre Pos.Change Pos.Change 10/17/2013 9:54 12
2198 Low.Pre No.Change Neg.Change 10/17/2013 9:55 12
2199 High.Pre No.Change Neg.Change 10/17/2013 9:55 12
2200 High.Pre No.Change Neg.Change 10/17/2013 9:56 12
2201 High.Pre Pos.Change Pos.Change 10/17/2013 9:56 12
2202 High.Pre No.Change Pos.Change 10/17/2013 9:56 12
2203 Low.Pre No.Change Neg.Change 10/17/2013 9:57 12
2204 Low.Pre Pos.Change Pos.Change 10/17/2013 9:57 12
2205 High.Pre No.Change Pos.Change 10/17/2013 9:57 12
2206 High.Pre No.Change Pos.Change 10/17/2013 9:57 12
2207 High.Pre No.Change Neg.Change 10/17/2013 9:58 12
2208 High.Pre Pos.Change Pos.Change 10/17/2013 9:58 12
2209 High.Pre Pos.Change Pos.Change 10/17/2013 9:59 12
2210 High.Pre Pos.Change Pos.Change 10/17/2013 9:59 12
2211 Low.Pre Pos.Change Pos.Change 10/17/2013 9:59 12
2212 High.Pre Pos.Change Pos.Change 10/17/2013 10:00 12
2213 High.Pre Pos.Change Pos.Change 10/17/2013 10:00 12
2214 High.Pre No.Change Pos.Change 10/17/2013 10:00 12
2215 Low.Pre Pos.Change Pos.Change 10/17/2013 10:01 12
2216 High.Pre No.Change Pos.Change 10/17/2013 10:01 12
2217 Low.Pre Pos.Change Pos.Change 10/17/2013 10:02 12
2218 High.Pre No.Change Neg.Change 10/17/2013 10:03 12
2219 High.Pre No.Change Pos.Change 10/17/2013 10:03 12
2220 High.Pre No.Change Neg.Change 10/17/2013 10:05 12
2221 High.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
2222 Low.Pre Pos.Change Pos.Change 10/17/2013 10:07 12
2223 High.Pre Pos.Change Pos.Change 10/17/2013 10:08 12
2224 Low.Pre No.Change Neg.Change 10/17/2013 10:09 12
2225 High.Pre Pos.Change Pos.Change 10/17/2013 10:09 12
2226 Low.Pre Pos.Change Pos.Change 10/17/2013 10:09 12
2227 High.Pre No.Change Pos.Change 10/17/2013 10:09 12
2228 High.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
2229 Low.Pre Pos.Change Pos.Change 10/17/2013 10:11 12
2230 High.Pre Pos.Change Pos.Change 10/17/2013 10:12 12
2231 Low.Pre Pos.Change Pos.Change 10/17/2013 10:12 12
2232 High.Pre No.Change Neg.Change 10/17/2013 10:14 12
2233 High.Pre Pos.Change Pos.Change 10/17/2013 10:15 12
2234 Low.Pre Pos.Change Pos.Change 10/17/2013 10:15 12
2235 High.Pre No.Change Neg.Change 10/17/2013 10:16 12
2236 Low.Pre Pos.Change Pos.Change 10/17/2013 10:16 12
2237 High.Pre No.Change Pos.Change 10/17/2013 10:16 12
2238 Low.Pre No.Change Neg.Change 10/17/2013 10:17 12
2239 Low.Pre Pos.Change Pos.Change 10/17/2013 10:19 12
2240 High.Pre Pos.Change Pos.Change 10/17/2013 10:21 12
2241 High.Pre No.Change Pos.Change 10/17/2013 10:21 12
2242 High.Pre Pos.Change Pos.Change 10/17/2013 10:22 12
2243 Low.Pre Pos.Change Pos.Change 10/17/2013 10:22 12
2244 High.Pre Pos.Change Pos.Change 10/22/2013 9:28 13
2245 Low.Pre No.Change Neg.Change 10/22/2013 9:29 12
2246 High.Pre Pos.Change Pos.Change 10/22/2013 9:41 13
2247 Low.Pre No.Change Neg.Change 10/22/2013 9:47 12
2248 High.Pre No.Change Pos.Change 10/22/2013 9:47 12
2249 High.Pre Pos.Change Pos.Change 10/22/2013 9:49 13
2250 Low.Pre No.Change Neg.Change 10/22/2013 9:53 12
2251 High.Pre No.Change Neg.Change 10/22/2013 9:53 13
2252 Low.Pre No.Change Neg.Change 10/22/2013 10:00 12
2253 High.Pre Pos.Change Pos.Change 10/22/2013 10:03 13
2254 Low.Pre Pos.Change Pos.Change 10/22/2013 10:04 13
2255 High.Pre No.Change Pos.Change 10/22/2013 10:04 13
2256 High.Pre Pos.Change Pos.Change 10/22/2013 10:04 14
2257 High.Pre Pos.Change Pos.Change 10/22/2013 10:05 14
2258 High.Pre No.Change Pos.Change 10/22/2013 10:06 13
2259 High.Pre Pos.Change Pos.Change 10/22/2013 10:06 14
2260 High.Pre No.Change Pos.Change 10/22/2013 10:08 13
2261 Low.Pre Pos.Change Pos.Change 10/22/2013 10:08 14
2262 High.Pre No.Change Pos.Change 10/22/2013 10:09 13
2263 High.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
2264 High.Pre Pos.Change Pos.Change 10/22/2013 10:09 14
2265 High.Pre Pos.Change Pos.Change 10/22/2013 10:10 14
2266 High.Pre No.Change Pos.Change 10/22/2013 10:13 13
2267 High.Pre Pos.Change Pos.Change 10/22/2013 10:13 14
2268 High.Pre Pos.Change Pos.Change 10/22/2013 10:13 14
2269 High.Pre No.Change Pos.Change 10/22/2013 10:14 13
2270 High.Pre Pos.Change Pos.Change 10/22/2013 10:14 14
2271 Low.Pre Pos.Change Pos.Change 10/22/2013 10:14 14
2272 High.Pre No.Change Pos.Change 10/22/2013 10:17 13
2273 High.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
2274 Low.Pre Pos.Change Pos.Change 10/22/2013 10:17 14
2275 High.Pre Pos.Change Pos.Change 10/22/2013 10:18 14
2276 High.Pre Pos.Change Pos.Change 10/22/2013 10:18 14
2277 High.Pre No.Change Neg.Change 10/22/2013 10:20 14
2278 High.Pre No.Change Neg.Change 10/22/2013 10:20 14
2279 High.Pre Pos.Change Pos.Change 10/22/2013 10:21 14
2280 High.Pre Pos.Change Pos.Change 10/22/2013 10:21 14
2281 High.Pre No.Change Pos.Change 10/22/2013 10:22 13
2282 High.Pre No.Change Neg.Change 10/22/2013 10:22 14
2283 High.Pre Pos.Change Pos.Change 10/22/2013 10:22 14
2284 High.Pre No.Change Neg.Change 10/22/2013 10:23 14
2285 High.Pre Pos.Change Pos.Change 10/22/2013 10:23 14
2286 Low.Pre Pos.Change Pos.Change 10/22/2013 10:23 14
2287 High.Pre No.Change Pos.Change 10/22/2013 10:24 13
2288 High.Pre No.Change Neg.Change 10/22/2013 10:24 14
2289 High.Pre Pos.Change Pos.Change 10/22/2013 10:24 14
2290 High.Pre Pos.Change Pos.Change 10/22/2013 10:24 14
2291 Low.Pre Pos.Change Pos.Change 10/22/2013 10:24 14
2292 Low.Pre No.Change Neg.Change 10/22/2013 10:25 13
2293 High.Pre No.Change Neg.Change 10/22/2013 10:25 14
2294 Low.Pre Pos.Change Pos.Change 10/22/2013 10:25 14
2295 High.Pre No.Change Pos.Change 10/22/2013 10:26 13
2296 High.Pre No.Change Neg.Change 10/22/2013 10:26 14
2297 High.Pre Pos.Change Pos.Change 10/22/2013 10:26 14
2298 High.Pre Pos.Change Pos.Change 10/22/2013 10:27 14
2299 High.Pre Pos.Change Pos.Change 10/22/2013 10:27 14
2300 High.Pre Pos.Change Pos.Change 10/22/2013 10:28 14
2301 High.Pre Pos.Change Pos.Change 10/22/2013 10:36 14
2302 High.Pre Pos.Change Pos.Change 10/22/2013 10:39 14
2303 High.Pre Pos.Change Pos.Change 10/22/2013 20:23 15
2304 High.Pre Pos.Change Pos.Change 10/22/2013 20:23 15
2305 High.Pre Pos.Change Pos.Change 10/24/2013 9:52 15
2306 High.Pre Pos.Change Pos.Change 10/24/2013 9:58 16
2307 High.Pre No.Change Pos.Change 10/31/2013 10:06 17
2308 High.Pre No.Change Pos.Change 10/31/2013 10:07 17
2309 High.Pre No.Change Pos.Change 10/31/2013 10:11 17
2310 Low.Pre Pos.Change Pos.Change 11/5/2013 9:31 1
2311 Low.Pre Pos.Change Pos.Change 11/5/2013 9:31 1
2312 High.Pre No.Change Pos.Change 11/5/2013 9:31 1
2313 Low.Pre Pos.Change Pos.Change 11/5/2013 9:31 2
2314 High.Pre Pos.Change Pos.Change 11/5/2013 9:33 1
2315 Low.Pre Pos.Change Pos.Change 11/5/2013 10:17 3
2316 High.Pre Pos.Change Pos.Change 11/7/2013 9:51 3
2317 Low.Pre Pos.Change Pos.Change 11/7/2013 10:04 4
2318 Low.Pre Pos.Change Pos.Change 11/7/2013 10:11 5
2319 Low.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
2320 Low.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
2321 Low.Pre Pos.Change Pos.Change 11/7/2013 10:13 5
2322 High.Pre Pos.Change Pos.Change 11/7/2013 10:13 5
2323 Low.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
2324 Low.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
2325 Low.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
2326 Low.Pre Pos.Change Pos.Change 11/7/2013 10:15 5
2327 Low.Pre Pos.Change Pos.Change 11/7/2013 10:15 5
2328 High.Pre No.Change Pos.Change 11/7/2013 10:15 5
2329 Low.Pre Pos.Change Pos.Change 11/7/2013 10:16 5
2330 Low.Pre Pos.Change Pos.Change 11/7/2013 10:16 5
2331 High.Pre No.Change Pos.Change 11/7/2013 10:16 5
2332 Low.Pre Pos.Change Pos.Change 11/7/2013 10:17 5
2333 Low.Pre Pos.Change Pos.Change 11/7/2013 10:17 5
2334 High.Pre Pos.Change Pos.Change 11/7/2013 10:17 5
2335 High.Pre Pos.Change Pos.Change 11/7/2013 10:18 5
2336 Low.Pre Pos.Change Pos.Change 11/7/2013 10:19 5
2337 Low.Pre Pos.Change Pos.Change 11/7/2013 10:19 5
2338 Low.Pre Pos.Change Pos.Change 11/7/2013 10:19 5
2339 High.Pre No.Change Pos.Change 11/7/2013 10:20 5
2340 High.Pre No.Change Pos.Change 11/12/2013 9:35 5
2341 High.Pre No.Change Pos.Change 11/12/2013 9:41 5
2342 Low.Pre Pos.Change Pos.Change 11/12/2013 10:11 7
2343 Low.Pre Pos.Change Pos.Change 11/12/2013 10:12 7
2344 Low.Pre Pos.Change Pos.Change 11/12/2013 10:12 7
2345 High.Pre No.Change Pos.Change 11/12/2013 10:12 7
2346 Low.Pre Pos.Change Pos.Change 11/12/2013 10:13 7
2347 Low.Pre Pos.Change Pos.Change 11/12/2013 10:13 7
2348 High.Pre Pos.Change Pos.Change 11/12/2013 10:13 7
2349 Low.Pre Pos.Change Pos.Change 11/12/2013 10:15 7
2350 High.Pre Pos.Change Pos.Change 11/12/2013 10:15 7
2351 Low.Pre Pos.Change Pos.Change 11/12/2013 10:16 7
2352 High.Pre No.Change Pos.Change 11/12/2013 10:17 7
2353 Low.Pre Pos.Change Pos.Change 11/19/2013 9:32 9
2354 Low.Pre Pos.Change Pos.Change 11/19/2013 9:33 9
2355 Low.Pre Pos.Change Pos.Change 11/19/2013 9:33 9
2356 Low.Pre Pos.Change Pos.Change 11/19/2013 9:34 9
2357 Low.Pre Pos.Change Pos.Change 11/19/2013 9:35 9
2358 Low.Pre Pos.Change Pos.Change 11/19/2013 9:36 9
2359 Low.Pre Pos.Change Pos.Change 11/19/2013 9:37 9
2360 Low.Pre Pos.Change Pos.Change 11/19/2013 9:38 9
2361 Low.Pre Pos.Change Pos.Change 11/19/2013 9:40 9
2362 Low.Pre Pos.Change Pos.Change 11/19/2013 9:41 9
2363 Low.Pre Pos.Change Pos.Change 11/19/2013 9:42 9
2364 High.Pre No.Change Pos.Change 11/19/2013 9:42 9
2365 Low.Pre Pos.Change Pos.Change 11/19/2013 9:43 9
2366 Low.Pre Pos.Change Pos.Change 11/19/2013 9:43 9
2367 Low.Pre Pos.Change Pos.Change 11/19/2013 9:44 9
2368 High.Pre No.Change Pos.Change 11/19/2013 9:44 9
2369 Low.Pre Pos.Change Pos.Change 11/19/2013 9:45 9
2370 Low.Pre Pos.Change Pos.Change 11/19/2013 9:46 9
2371 High.Pre No.Change Pos.Change 11/19/2013 9:48 9
2372 Low.Pre Pos.Change Pos.Change 11/19/2013 9:49 9
2373 High.Pre No.Change Pos.Change 11/19/2013 9:49 9
2374 Low.Pre Pos.Change Pos.Change 11/19/2013 9:50 9
2375 Low.Pre Pos.Change Pos.Change 11/19/2013 9:50 9
2376 High.Pre No.Change Pos.Change 11/19/2013 9:51 9
2377 Low.Pre Pos.Change Pos.Change 11/19/2013 9:52 9
2378 Low.Pre Pos.Change Pos.Change 11/19/2013 9:53 9
2379 Low.Pre Pos.Change Pos.Change 11/19/2013 9:55 9
2380 Low.Pre Pos.Change Pos.Change 11/19/2013 9:55 9
2381 Low.Pre Pos.Change Pos.Change 11/19/2013 9:56 9
2382 Low.Pre Pos.Change Pos.Change 11/19/2013 9:57 9
2383 Low.Pre Pos.Change Pos.Change 11/19/2013 9:57 9
2384 Low.Pre Pos.Change Pos.Change 11/19/2013 10:01 9
2385 Low.Pre Pos.Change Pos.Change 11/19/2013 10:01 9
2386 High.Pre No.Change Pos.Change 11/19/2013 10:01 9
2387 Low.Pre Pos.Change Pos.Change 11/19/2013 10:02 9
2388 High.Pre No.Change Pos.Change 11/19/2013 10:02 9
2389 Low.Pre Pos.Change Pos.Change 11/19/2013 10:03 9
2390 Low.Pre Pos.Change Pos.Change 11/19/2013 10:03 9
2391 Low.Pre Pos.Change Pos.Change 11/19/2013 10:03 9
2392 Low.Pre Pos.Change Pos.Change 11/19/2013 10:04 9
2393 Low.Pre Pos.Change Pos.Change 11/19/2013 10:04 9
2394 High.Pre Pos.Change Pos.Change 11/19/2013 10:05 7
2395 Low.Pre Pos.Change Pos.Change 11/19/2013 10:05 9
2396 Low.Pre Pos.Change Pos.Change 11/19/2013 10:05 9
2397 High.Pre No.Change Pos.Change 11/19/2013 10:05 9
2398 Low.Pre Pos.Change Pos.Change 11/19/2013 10:06 9
2399 Low.Pre Pos.Change Pos.Change 11/19/2013 10:06 9
2400 High.Pre Pos.Change Pos.Change 11/19/2013 10:07 7
2401 High.Pre Pos.Change Pos.Change 11/19/2013 10:08 7
2402 Low.Pre Pos.Change Pos.Change 11/19/2013 10:09 9
2403 High.Pre Pos.Change Pos.Change 11/19/2013 10:10 7
2404 Low.Pre Pos.Change Pos.Change 11/19/2013 10:11 8
2405 High.Pre No.Change Pos.Change 11/19/2013 10:12 9
2406 Low.Pre Pos.Change Pos.Change 11/19/2013 10:15 9
2407 Low.Pre Pos.Change Pos.Change 11/19/2013 10:15 9
2408 High.Pre Pos.Change Pos.Change 11/19/2013 10:17 7
2409 Low.Pre Pos.Change Pos.Change 11/19/2013 10:17 9
2410 High.Pre No.Change Pos.Change 11/19/2013 10:18 9
2411 Low.Pre Pos.Change Pos.Change 11/19/2013 10:23 9
2412 Low.Pre Pos.Change Pos.Change 11/19/2013 10:23 9
2413 Low.Pre Pos.Change Pos.Change 11/19/2013 10:26 9
2414 Low.Pre Pos.Change Pos.Change 11/19/2013 10:26 9
2415 High.Pre No.Change Pos.Change 11/21/2013 9:51 9
2416 High.Pre No.Change Pos.Change 11/21/2013 9:52 10
2417 Low.Pre Pos.Change Pos.Change 11/21/2013 10:04 11
2418 High.Pre Pos.Change Pos.Change 11/21/2013 10:05 11
2419 Low.Pre Pos.Change Pos.Change 11/21/2013 10:07 11
2420 High.Pre No.Change Pos.Change 11/21/2013 10:09 11
2421 Low.Pre Pos.Change Pos.Change 11/21/2013 10:10 11
2422 High.Pre Pos.Change Pos.Change 11/21/2013 10:12 11
2423 Low.Pre Pos.Change Pos.Change 11/21/2013 10:12 8
2424 Low.Pre Pos.Change Pos.Change 11/21/2013 10:12 11
2425 Low.Pre Pos.Change Pos.Change 11/21/2013 10:13 11
2426 Low.Pre Pos.Change Pos.Change 11/21/2013 10:14 11
2427 Low.Pre Pos.Change Pos.Change 11/21/2013 10:15 11
2428 High.Pre No.Change Pos.Change 11/21/2013 10:15 11
2429 High.Pre Pos.Change Pos.Change 11/21/2013 10:16 11
2430 High.Pre No.Change Pos.Change 11/21/2013 10:17 11
2431 High.Pre No.Change Pos.Change 11/21/2013 10:17 11
2432 High.Pre Pos.Change Pos.Change 11/21/2013 10:18 11
2433 High.Pre Pos.Change Pos.Change 11/21/2013 10:18 11
2434 Low.Pre Pos.Change Pos.Change 11/21/2013 10:19 11
2435 Low.Pre Pos.Change Pos.Change 11/21/2013 10:19 11
2436 High.Pre No.Change Pos.Change 11/21/2013 10:19 11
2437 High.Pre Pos.Change Pos.Change 11/21/2013 10:21 11
2438 Low.Pre Pos.Change Pos.Change 11/5/2013 9:26 1
2439 Low.Pre Pos.Change Pos.Change 11/5/2013 9:26 1
2440 High.Pre Pos.Change Pos.Change 11/5/2013 9:27 1
2441 High.Pre Pos.Change Pos.Change 11/5/2013 9:30 1
2442 High.Pre Pos.Change Pos.Change 11/5/2013 9:31 1
2443 Low.Pre Pos.Change Pos.Change 11/5/2013 9:36 1
2444 Low.Pre Pos.Change Pos.Change 11/5/2013 9:36 1
2445 High.Pre Pos.Change Pos.Change 11/5/2013 9:39 2
2446 Low.Pre Pos.Change Pos.Change 11/5/2013 9:43 1
2447 Low.Pre Pos.Change Pos.Change 11/5/2013 9:43 1
2448 High.Pre Pos.Change Pos.Change 11/5/2013 9:45 2
2449 High.Pre Pos.Change Pos.Change 11/5/2013 9:46 2
2450 Low.Pre Pos.Change Pos.Change 11/5/2013 10:00 1
2451 Low.Pre Pos.Change Pos.Change 11/5/2013 10:00 1
2452 Low.Pre Pos.Change Pos.Change 11/5/2013 10:13 2
2453 Low.Pre Pos.Change Pos.Change 11/5/2013 10:13 2
2454 Low.Pre Pos.Change Pos.Change 11/5/2013 10:19 3
2455 Low.Pre Pos.Change Pos.Change 11/5/2013 10:19 3
2456 High.Pre Pos.Change Pos.Change 11/7/2013 9:33 4
2457 Low.Pre Pos.Change Pos.Change 11/7/2013 10:11 5
2458 Low.Pre Pos.Change Pos.Change 11/7/2013 10:11 5
2459 High.Pre Pos.Change Pos.Change 11/7/2013 10:11 5
2460 High.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
2461 High.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
2462 Low.Pre Pos.Change Pos.Change 11/7/2013 10:13 5
2463 Low.Pre Pos.Change Pos.Change 11/7/2013 10:13 5
2464 High.Pre Pos.Change Pos.Change 11/7/2013 10:13 5
2465 High.Pre Pos.Change Pos.Change 11/7/2013 10:13 5
2466 High.Pre Pos.Change Pos.Change 11/7/2013 10:13 5
2467 Low.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
2468 Low.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
2469 High.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
2470 High.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
2471 High.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
2472 High.Pre Pos.Change Pos.Change 11/7/2013 10:15 5
2473 High.Pre Pos.Change Pos.Change 11/7/2013 10:15 5
2474 High.Pre Pos.Change Pos.Change 11/7/2013 10:15 5
2475 High.Pre Pos.Change Pos.Change 11/7/2013 10:16 5
2476 High.Pre Pos.Change Pos.Change 11/7/2013 10:16 5
2477 High.Pre Pos.Change Pos.Change 11/7/2013 10:16 5
2478 High.Pre Pos.Change Pos.Change 11/7/2013 10:16 5
2479 Low.Pre Pos.Change Pos.Change 11/7/2013 10:17 5
2480 Low.Pre Pos.Change Pos.Change 11/7/2013 10:17 5
2481 High.Pre Pos.Change Pos.Change 11/7/2013 10:17 5
2482 High.Pre Pos.Change Pos.Change 11/7/2013 10:18 5
2483 High.Pre Pos.Change Pos.Change 11/7/2013 10:18 5
2484 High.Pre Pos.Change Pos.Change 11/7/2013 10:18 5
2485 High.Pre Pos.Change Pos.Change 11/7/2013 10:18 5
2486 High.Pre Pos.Change Pos.Change 11/12/2013 10:04 7
2487 High.Pre Pos.Change Pos.Change 11/12/2013 10:04 7
2488 Low.Pre Pos.Change Pos.Change 11/12/2013 10:05 7
2489 Low.Pre Pos.Change Pos.Change 11/12/2013 10:05 7
2490 High.Pre Pos.Change Pos.Change 11/12/2013 10:05 7
2491 High.Pre Pos.Change Pos.Change 11/12/2013 10:05 7
2492 High.Pre Pos.Change Pos.Change 11/12/2013 10:05 7
2493 High.Pre Pos.Change Pos.Change 11/12/2013 10:06 7
2494 High.Pre Pos.Change Pos.Change 11/12/2013 10:06 7
2495 High.Pre Pos.Change Pos.Change 11/12/2013 10:06 7
2496 Low.Pre Pos.Change Pos.Change 11/12/2013 10:07 7
2497 Low.Pre Pos.Change Pos.Change 11/12/2013 10:07 7
2498 High.Pre Pos.Change Pos.Change 11/12/2013 10:07 7
2499 Low.Pre Pos.Change Pos.Change 11/12/2013 10:08 7
2500 Low.Pre Pos.Change Pos.Change 11/12/2013 10:08 7
2501 High.Pre Pos.Change Pos.Change 11/12/2013 10:14 7
2502 High.Pre Pos.Change Pos.Change 11/12/2013 10:15 7
2503 High.Pre Pos.Change Pos.Change 11/14/2013 9:32 8
2504 High.Pre Pos.Change Pos.Change 11/14/2013 9:33 8
2505 High.Pre Pos.Change Pos.Change 11/14/2013 9:40 8
2506 High.Pre Pos.Change Pos.Change 11/14/2013 9:43 8
2507 High.Pre Pos.Change Pos.Change 11/14/2013 9:47 8
2508 High.Pre Pos.Change Pos.Change 11/14/2013 9:49 8
2509 High.Pre Pos.Change Pos.Change 11/19/2013 9:28 9
2510 High.Pre Pos.Change Pos.Change 11/19/2013 9:29 9
2511 High.Pre Pos.Change Pos.Change 11/19/2013 9:30 9
2512 High.Pre Pos.Change Pos.Change 11/19/2013 9:30 9
2513 High.Pre Pos.Change Pos.Change 11/19/2013 9:31 9
2514 High.Pre Pos.Change Pos.Change 11/19/2013 9:31 9
2515 High.Pre Pos.Change Pos.Change 11/19/2013 9:32 9
2516 Low.Pre Pos.Change Pos.Change 11/19/2013 9:33 9
2517 Low.Pre Pos.Change Pos.Change 11/19/2013 9:33 9
2518 High.Pre Pos.Change Pos.Change 11/19/2013 9:33 9
2519 High.Pre Pos.Change Pos.Change 11/19/2013 9:34 9
2520 High.Pre Pos.Change Pos.Change 11/19/2013 9:34 9
2521 High.Pre Pos.Change Pos.Change 11/19/2013 9:34 9
2522 High.Pre Pos.Change Pos.Change 11/19/2013 9:35 9
2523 High.Pre Pos.Change Pos.Change 11/19/2013 9:35 9
2524 High.Pre Pos.Change Pos.Change 11/19/2013 9:36 9
2525 High.Pre Pos.Change Pos.Change 11/19/2013 9:36 9
2526 Low.Pre Pos.Change Pos.Change 11/19/2013 9:37 9
2527 Low.Pre Pos.Change Pos.Change 11/19/2013 9:37 9
2528 High.Pre Pos.Change Pos.Change 11/19/2013 9:37 9
2529 High.Pre Pos.Change Pos.Change 11/19/2013 9:37 9
2530 High.Pre Pos.Change Pos.Change 11/19/2013 9:37 9
2531 Low.Pre Pos.Change Pos.Change 11/19/2013 9:38 9
2532 Low.Pre Pos.Change Pos.Change 11/19/2013 9:38 9
2533 High.Pre Pos.Change Pos.Change 11/19/2013 9:38 9
2534 High.Pre Pos.Change Pos.Change 11/19/2013 9:38 9
2535 High.Pre Pos.Change Pos.Change 11/19/2013 9:39 9
2536 Low.Pre Pos.Change Pos.Change 11/19/2013 9:40 9
2537 Low.Pre Pos.Change Pos.Change 11/19/2013 9:40 9
2538 High.Pre Pos.Change Pos.Change 11/19/2013 9:41 9
2539 High.Pre Pos.Change Pos.Change 11/19/2013 9:41 9
2540 Low.Pre Pos.Change Pos.Change 11/19/2013 9:42 9
2541 Low.Pre Pos.Change Pos.Change 11/19/2013 9:42 9
2542 High.Pre Pos.Change Pos.Change 11/19/2013 9:42 9
2543 High.Pre Pos.Change Pos.Change 11/19/2013 9:42 9
2544 High.Pre Pos.Change Pos.Change 11/19/2013 9:42 9
2545 High.Pre Pos.Change Pos.Change 11/19/2013 9:42 9
2546 Low.Pre Pos.Change Pos.Change 11/19/2013 9:43 9
2547 Low.Pre Pos.Change Pos.Change 11/19/2013 9:43 9
2548 High.Pre Pos.Change Pos.Change 11/19/2013 9:44 9
2549 High.Pre Pos.Change Pos.Change 11/19/2013 9:44 9
2550 Low.Pre Pos.Change Pos.Change 11/19/2013 9:45 9
2551 Low.Pre Pos.Change Pos.Change 11/19/2013 9:45 9
2552 Low.Pre Pos.Change Pos.Change 11/19/2013 9:45 9
2553 Low.Pre Pos.Change Pos.Change 11/19/2013 9:45 9
2554 Low.Pre Pos.Change Pos.Change 11/19/2013 9:45 9
2555 Low.Pre Pos.Change Pos.Change 11/19/2013 9:45 9
2556 Low.Pre Pos.Change Pos.Change 11/19/2013 9:46 9
2557 Low.Pre Pos.Change Pos.Change 11/19/2013 9:46 9
2558 Low.Pre Pos.Change Pos.Change 11/19/2013 9:48 9
2559 Low.Pre Pos.Change Pos.Change 11/19/2013 9:48 9
2560 Low.Pre Pos.Change Pos.Change 11/19/2013 9:48 9
2561 Low.Pre Pos.Change Pos.Change 11/19/2013 9:48 9
2562 Low.Pre Pos.Change Pos.Change 11/19/2013 9:49 9
2563 Low.Pre Pos.Change Pos.Change 11/19/2013 9:49 9
2564 High.Pre Pos.Change Pos.Change 11/19/2013 9:49 9
2565 High.Pre Pos.Change Pos.Change 11/19/2013 9:50 9
2566 High.Pre Pos.Change Pos.Change 11/19/2013 9:50 9
2567 Low.Pre Pos.Change Pos.Change 11/19/2013 9:51 9
2568 Low.Pre Pos.Change Pos.Change 11/19/2013 9:51 9
2569 High.Pre Pos.Change Pos.Change 11/19/2013 9:51 9
2570 High.Pre Pos.Change Pos.Change 11/19/2013 9:52 9
2571 High.Pre Pos.Change Pos.Change 11/19/2013 9:52 9
2572 Low.Pre Pos.Change Pos.Change 11/19/2013 9:53 9
2573 Low.Pre Pos.Change Pos.Change 11/19/2013 9:53 9
2574 Low.Pre Pos.Change Pos.Change 11/19/2013 9:53 9
2575 Low.Pre Pos.Change Pos.Change 11/19/2013 9:53 9
2576 High.Pre Pos.Change Pos.Change 11/19/2013 9:53 9
2577 High.Pre Pos.Change Pos.Change 11/19/2013 9:53 9
2578 High.Pre Pos.Change Pos.Change 11/19/2013 9:54 9
2579 Low.Pre Pos.Change Pos.Change 11/19/2013 9:55 9
2580 Low.Pre Pos.Change Pos.Change 11/19/2013 9:55 9
2581 Low.Pre Pos.Change Pos.Change 11/19/2013 9:55 9
2582 Low.Pre Pos.Change Pos.Change 11/19/2013 9:55 9
2583 Low.Pre Pos.Change Pos.Change 11/19/2013 9:55 9
2584 Low.Pre Pos.Change Pos.Change 11/19/2013 9:55 9
2585 High.Pre Pos.Change Pos.Change 11/19/2013 9:55 9
2586 Low.Pre Pos.Change Pos.Change 11/19/2013 9:56 9
2587 Low.Pre Pos.Change Pos.Change 11/19/2013 9:56 9
2588 Low.Pre Pos.Change Pos.Change 11/19/2013 9:56 9
2589 Low.Pre Pos.Change Pos.Change 11/19/2013 9:56 9
2590 High.Pre Pos.Change Pos.Change 11/19/2013 9:56 9
2591 High.Pre Pos.Change Pos.Change 11/19/2013 9:56 9
2592 High.Pre Pos.Change Pos.Change 11/19/2013 9:57 9
2593 High.Pre Pos.Change Pos.Change 11/19/2013 9:57 9
2594 Low.Pre Pos.Change Pos.Change 11/19/2013 10:00 9
2595 Low.Pre Pos.Change Pos.Change 11/19/2013 10:00 9
2596 Low.Pre Pos.Change Pos.Change 11/19/2013 10:02 9
2597 Low.Pre Pos.Change Pos.Change 11/19/2013 10:02 9
2598 High.Pre Pos.Change Pos.Change 11/19/2013 10:03 9
2599 High.Pre Pos.Change Pos.Change 11/19/2013 10:08 9
2600 Low.Pre Pos.Change Pos.Change 11/19/2013 10:09 9
2601 Low.Pre Pos.Change Pos.Change 11/19/2013 10:09 9
2602 High.Pre Pos.Change Pos.Change 11/19/2013 10:09 9
2603 High.Pre Pos.Change Pos.Change 11/21/2013 10:03 11
2604 Low.Pre Pos.Change Pos.Change 11/21/2013 10:04 11
2605 Low.Pre Pos.Change Pos.Change 11/21/2013 10:04 11
2606 High.Pre Pos.Change Pos.Change 11/21/2013 10:04 11
2607 High.Pre Pos.Change Pos.Change 11/21/2013 10:04 11
2608 High.Pre Pos.Change Pos.Change 11/21/2013 10:04 11
2609 High.Pre Pos.Change Pos.Change 11/21/2013 10:05 11
2610 Low.Pre Pos.Change Pos.Change 11/21/2013 10:06 11
2611 Low.Pre Pos.Change Pos.Change 11/21/2013 10:06 11
2612 High.Pre Pos.Change Pos.Change 11/21/2013 10:06 11
2613 High.Pre Pos.Change Pos.Change 11/21/2013 10:06 11
2614 Low.Pre Pos.Change Pos.Change 11/21/2013 10:08 11
2615 Low.Pre Pos.Change Pos.Change 11/21/2013 10:08 11
2616 High.Pre Pos.Change Pos.Change 11/21/2013 10:08 11
2617 High.Pre Pos.Change Pos.Change 11/21/2013 10:09 11
2618 Low.Pre Pos.Change Pos.Change 11/21/2013 10:09 11
2619 Low.Pre Pos.Change Pos.Change 11/21/2013 10:09 11
2620 High.Pre Pos.Change Pos.Change 11/21/2013 10:09 11
2621 High.Pre Pos.Change Pos.Change 11/21/2013 10:09 11
2622 High.Pre Pos.Change Pos.Change 11/21/2013 10:09 11
2623 High.Pre Pos.Change Pos.Change 11/21/2013 10:10 11
2624 High.Pre Pos.Change Pos.Change 11/21/2013 10:10 11
2625 High.Pre Pos.Change Pos.Change 11/21/2013 10:10 11
2626 High.Pre Pos.Change Pos.Change 11/21/2013 10:10 11
2627 High.Pre Pos.Change Pos.Change 11/21/2013 10:11 11
2628 High.Pre Pos.Change Pos.Change 11/21/2013 10:12 11
2629 High.Pre Pos.Change Pos.Change 11/21/2013 10:12 11
2630 High.Pre Pos.Change Pos.Change 11/21/2013 10:12 11
2631 Low.Pre Pos.Change Pos.Change 11/21/2013 10:13 11
2632 Low.Pre Pos.Change Pos.Change 11/21/2013 10:13 11
2633 High.Pre Pos.Change Pos.Change 11/21/2013 10:13 11
2634 High.Pre Pos.Change Pos.Change 11/21/2013 10:13 11
2635 High.Pre Pos.Change Pos.Change 11/21/2013 10:13 11
2636 High.Pre Pos.Change Pos.Change 11/21/2013 10:14 11
2637 High.Pre Pos.Change Pos.Change 11/21/2013 10:15 11
2638 High.Pre Pos.Change Pos.Change 11/21/2013 10:15 11
2639 Low.Pre Pos.Change Pos.Change 11/21/2013 10:17 11
2640 Low.Pre Pos.Change Pos.Change 11/21/2013 10:17 11
2641 High.Pre Pos.Change Pos.Change 11/21/2013 10:17 11
2642 High.Pre Pos.Change Pos.Change 11/21/2013 10:17 11
2643 High.Pre Pos.Change Pos.Change 11/21/2013 10:17 11
2644 High.Pre Pos.Change Pos.Change 11/21/2013 10:19 11
2645 High.Pre Pos.Change Pos.Change 11/21/2013 10:19 11
2646 High.Pre Pos.Change Pos.Change 11/21/2013 10:19 11
2647 Low.Pre Pos.Change Pos.Change 11/21/2013 10:20 11
2648 Low.Pre Pos.Change Pos.Change 11/21/2013 10:20 11
2649 High.Pre Pos.Change Pos.Change 11/21/2013 10:20 11
2650 High.Pre Pos.Change Pos.Change 11/21/2013 10:20 11
2651 High.Pre Pos.Change Pos.Change 11/21/2013 10:20 11
2652 High.Pre Pos.Change Pos.Change 11/21/2013 10:20 11
2653 High.Pre Pos.Change Pos.Change 11/21/2013 10:20 11
2654 Low.Pre Pos.Change Pos.Change 11/5/2013 9:26 1
2655 Low.Pre Pos.Change Pos.Change 11/5/2013 9:26 1
2656 High.Pre Pos.Change Pos.Change 11/5/2013 9:32 1
2657 High.Pre Pos.Change Pos.Change 11/5/2013 9:32 1
2658 Low.Pre Pos.Change Pos.Change 11/5/2013 9:32 1
2659 High.Pre Pos.Change Pos.Change 11/5/2013 9:33 1
2660 High.Pre Pos.Change Pos.Change 11/5/2013 9:33 1
2661 High.Pre No.Change Neg.Change 11/5/2013 9:33 1
2662 Low.Pre Pos.Change Pos.Change 11/5/2013 9:33 1
2663 Low.Pre Pos.Change Pos.Change 11/5/2013 9:33 1
2664 High.Pre No.Change Neg.Change 11/5/2013 9:34 1
2665 Low.Pre Pos.Change Pos.Change 11/5/2013 9:45 2
2666 Low.Pre Pos.Change Pos.Change 11/5/2013 9:46 1
2667 High.Pre Pos.Change Pos.Change 11/5/2013 9:47 1
2668 High.Pre Pos.Change Pos.Change 11/5/2013 9:47 1
2669 Low.Pre Pos.Change Pos.Change 11/5/2013 9:51 1
2670 Low.Pre Pos.Change Pos.Change 11/6/2013 19:39 3
2671 High.Pre Pos.Change Pos.Change 11/7/2013 9:40 4
2672 High.Pre Pos.Change Pos.Change 11/7/2013 9:40 4
2673 High.Pre No.Change Neg.Change 11/7/2013 10:04 4
2674 High.Pre No.Change Neg.Change 11/7/2013 10:05 4
2675 High.Pre Pos.Change Pos.Change 11/7/2013 10:06 4
2676 High.Pre Pos.Change Pos.Change 11/7/2013 10:06 4
2677 High.Pre No.Change Neg.Change 11/7/2013 10:06 4
2678 High.Pre No.Change Neg.Change 11/7/2013 10:07 4
2679 Low.Pre Pos.Change Pos.Change 11/7/2013 10:07 4
2680 High.Pre Pos.Change Pos.Change 11/7/2013 10:07 5
2681 High.Pre Pos.Change Pos.Change 11/7/2013 10:07 5
2682 High.Pre No.Change Neg.Change 11/7/2013 10:07 5
2683 High.Pre Pos.Change Pos.Change 11/7/2013 10:08 5
2684 High.Pre Pos.Change Pos.Change 11/7/2013 10:08 5
2685 High.Pre No.Change Neg.Change 11/7/2013 10:09 5
2686 High.Pre No.Change Neg.Change 11/7/2013 10:09 5
2687 High.Pre No.Change Neg.Change 11/7/2013 10:09 5
2688 Low.Pre Pos.Change Pos.Change 11/7/2013 10:09 5
2689 High.Pre Pos.Change Pos.Change 11/7/2013 10:10 5
2690 High.Pre Pos.Change Pos.Change 11/7/2013 10:10 5
2691 High.Pre No.Change Neg.Change 11/7/2013 10:10 5
2692 High.Pre No.Change Neg.Change 11/7/2013 10:10 5
2693 Low.Pre Pos.Change Pos.Change 11/7/2013 10:10 5
2694 Low.Pre Pos.Change Pos.Change 11/7/2013 10:10 5
2695 High.Pre No.Change Neg.Change 11/7/2013 10:11 5
2696 High.Pre No.Change Neg.Change 11/7/2013 10:11 5
2697 High.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
2698 High.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
2699 High.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
2700 High.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
2701 High.Pre No.Change Neg.Change 11/7/2013 10:12 5
2702 High.Pre No.Change Neg.Change 11/7/2013 10:12 5
2703 Low.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
2704 Low.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
2705 Low.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
2706 High.Pre Pos.Change Pos.Change 11/7/2013 10:13 5
2707 High.Pre Pos.Change Pos.Change 11/7/2013 10:13 5
2708 High.Pre No.Change Neg.Change 11/7/2013 10:13 5
2709 High.Pre No.Change Neg.Change 11/7/2013 10:13 5
2710 Low.Pre Pos.Change Pos.Change 11/7/2013 10:13 5
2711 Low.Pre Pos.Change Pos.Change 11/7/2013 10:13 5
2712 High.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
2713 High.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
2714 High.Pre No.Change Neg.Change 11/7/2013 10:14 5
2715 High.Pre No.Change Neg.Change 11/7/2013 10:14 5
2716 Low.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
2717 Low.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
2718 Low.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
2719 High.Pre No.Change Neg.Change 11/7/2013 10:16 5
2720 High.Pre No.Change Neg.Change 11/7/2013 10:16 5
2721 High.Pre No.Change Neg.Change 11/7/2013 10:16 5
2722 Low.Pre Pos.Change Pos.Change 11/7/2013 10:16 5
2723 Low.Pre Pos.Change Pos.Change 11/7/2013 10:17 5
2724 Low.Pre Pos.Change Pos.Change 11/12/2013 9:25 6
2725 Low.Pre Pos.Change Pos.Change 11/12/2013 9:42 6
2726 Low.Pre Pos.Change Pos.Change 11/12/2013 9:44 6
2727 High.Pre Pos.Change Pos.Change 11/12/2013 9:51 6
2728 High.Pre Pos.Change Pos.Change 11/12/2013 9:51 6
2729 High.Pre No.Change Neg.Change 11/12/2013 9:51 6
2730 Low.Pre Pos.Change Pos.Change 11/12/2013 9:57 6
2731 High.Pre No.Change Neg.Change 11/12/2013 10:01 7
2732 Low.Pre Pos.Change Pos.Change 11/12/2013 10:02 7
2733 Low.Pre Pos.Change Pos.Change 11/12/2013 10:02 7
2734 Low.Pre Pos.Change Pos.Change 11/12/2013 10:02 7
2735 Low.Pre Pos.Change Pos.Change 11/12/2013 10:02 7
2736 High.Pre Pos.Change Pos.Change 11/12/2013 10:03 7
2737 High.Pre Pos.Change Pos.Change 11/12/2013 10:03 7
2738 High.Pre Pos.Change Pos.Change 11/12/2013 10:03 7
2739 High.Pre Pos.Change Pos.Change 11/12/2013 10:03 7
2740 High.Pre No.Change Neg.Change 11/12/2013 10:03 7
2741 High.Pre No.Change Neg.Change 11/12/2013 10:03 7
2742 High.Pre No.Change Neg.Change 11/12/2013 10:03 7
2743 Low.Pre Pos.Change Pos.Change 11/12/2013 10:03 7
2744 Low.Pre Pos.Change Pos.Change 11/12/2013 10:03 7
2745 Low.Pre Pos.Change Pos.Change 11/12/2013 10:03 7
2746 High.Pre Pos.Change Pos.Change 11/12/2013 10:04 7
2747 High.Pre Pos.Change Pos.Change 11/12/2013 10:04 7
2748 High.Pre Pos.Change Pos.Change 11/12/2013 10:04 7
2749 High.Pre Pos.Change Pos.Change 11/12/2013 10:04 7
2750 High.Pre Pos.Change Pos.Change 11/12/2013 10:04 7
2751 High.Pre Pos.Change Pos.Change 11/12/2013 10:04 7
2752 Low.Pre Pos.Change Pos.Change 11/12/2013 10:04 7
2753 Low.Pre Pos.Change Pos.Change 11/12/2013 10:05 7
2754 Low.Pre Pos.Change Pos.Change 11/14/2013 9:29 8
2755 Low.Pre Pos.Change Pos.Change 11/14/2013 9:31 8
2756 High.Pre Pos.Change Pos.Change 11/14/2013 9:35 8
2757 High.Pre Pos.Change Pos.Change 11/14/2013 9:35 8
2758 High.Pre Pos.Change Pos.Change 11/14/2013 9:38 8
2759 High.Pre Pos.Change Pos.Change 11/14/2013 9:38 8
2760 High.Pre Pos.Change Pos.Change 11/14/2013 9:39 8
2761 High.Pre Pos.Change Pos.Change 11/14/2013 9:39 8
2762 Low.Pre Pos.Change Pos.Change 11/14/2013 9:39 8
2763 High.Pre Pos.Change Pos.Change 11/14/2013 9:43 8
2764 High.Pre Pos.Change Pos.Change 11/14/2013 9:43 8
2765 High.Pre Pos.Change Pos.Change 11/14/2013 9:46 8
2766 High.Pre Pos.Change Pos.Change 11/14/2013 9:46 8
2767 High.Pre Pos.Change Pos.Change 11/14/2013 9:50 8
2768 High.Pre Pos.Change Pos.Change 11/14/2013 9:50 8
2769 High.Pre No.Change Neg.Change 11/14/2013 9:57 8
2770 Low.Pre Pos.Change Pos.Change 11/14/2013 9:57 8
2771 High.Pre No.Change Neg.Change 11/14/2013 9:58 8
2772 High.Pre No.Change Neg.Change 11/14/2013 10:09 8
2773 High.Pre No.Change Neg.Change 11/14/2013 10:09 8
2774 Low.Pre Pos.Change Pos.Change 11/19/2013 9:25 8
2775 High.Pre No.Change Neg.Change 11/19/2013 9:26 8
2776 Low.Pre Pos.Change Pos.Change 11/19/2013 9:26 8
2777 High.Pre No.Change Neg.Change 11/19/2013 9:28 9
2778 High.Pre Pos.Change Pos.Change 11/19/2013 9:29 9
2779 High.Pre Pos.Change Pos.Change 11/19/2013 9:29 9
2780 High.Pre No.Change Neg.Change 11/19/2013 9:29 9
2781 Low.Pre Pos.Change Pos.Change 11/19/2013 9:29 9
2782 High.Pre Pos.Change Pos.Change 11/19/2013 9:30 9
2783 High.Pre Pos.Change Pos.Change 11/19/2013 9:30 9
2784 High.Pre No.Change Neg.Change 11/19/2013 9:30 9
2785 Low.Pre Pos.Change Pos.Change 11/19/2013 9:30 9
2786 Low.Pre Pos.Change Pos.Change 11/19/2013 9:30 9
2787 Low.Pre Pos.Change Pos.Change 11/19/2013 9:30 9
2788 Low.Pre Pos.Change Pos.Change 11/19/2013 9:30 9
2789 High.Pre Pos.Change Pos.Change 11/19/2013 9:31 9
2790 High.Pre Pos.Change Pos.Change 11/19/2013 9:31 9
2791 High.Pre No.Change Neg.Change 11/19/2013 9:31 9
2792 High.Pre No.Change Neg.Change 11/19/2013 9:31 9
2793 High.Pre No.Change Neg.Change 11/19/2013 9:31 9
2794 Low.Pre Pos.Change Pos.Change 11/19/2013 9:31 9
2795 Low.Pre Pos.Change Pos.Change 11/19/2013 9:31 9
2796 High.Pre Pos.Change Pos.Change 11/19/2013 9:32 9
2797 High.Pre Pos.Change Pos.Change 11/19/2013 9:32 9
2798 High.Pre Pos.Change Pos.Change 11/19/2013 9:32 9
2799 High.Pre Pos.Change Pos.Change 11/19/2013 9:32 9
2800 High.Pre Pos.Change Pos.Change 11/19/2013 9:32 9
2801 High.Pre Pos.Change Pos.Change 11/19/2013 9:32 9
2802 High.Pre No.Change Neg.Change 11/19/2013 9:32 9
2803 High.Pre No.Change Neg.Change 11/19/2013 9:32 9
2804 Low.Pre Pos.Change Pos.Change 11/19/2013 9:32 9
2805 High.Pre Pos.Change Pos.Change 11/19/2013 9:33 9
2806 High.Pre Pos.Change Pos.Change 11/19/2013 9:33 9
2807 High.Pre No.Change Neg.Change 11/19/2013 9:33 9
2808 High.Pre No.Change Neg.Change 11/19/2013 9:33 9
2809 High.Pre No.Change Neg.Change 11/19/2013 9:33 9
2810 High.Pre No.Change Neg.Change 11/19/2013 9:33 9
2811 Low.Pre Pos.Change Pos.Change 11/19/2013 9:33 9
2812 Low.Pre Pos.Change Pos.Change 11/19/2013 9:33 9
2813 Low.Pre Pos.Change Pos.Change 11/19/2013 9:33 9
2814 Low.Pre Pos.Change Pos.Change 11/19/2013 9:33 9
2815 High.Pre No.Change Neg.Change 11/19/2013 9:34 9
2816 High.Pre No.Change Neg.Change 11/19/2013 9:34 9
2817 High.Pre No.Change Neg.Change 11/19/2013 9:34 9
2818 Low.Pre Pos.Change Pos.Change 11/19/2013 9:34 9
2819 Low.Pre Pos.Change Pos.Change 11/19/2013 9:34 9
2820 High.Pre Pos.Change Pos.Change 11/19/2013 9:35 9
2821 High.Pre Pos.Change Pos.Change 11/19/2013 9:35 9
2822 High.Pre No.Change Neg.Change 11/19/2013 9:35 9
2823 High.Pre No.Change Neg.Change 11/19/2013 9:35 9
2824 High.Pre No.Change Neg.Change 11/19/2013 9:35 9
2825 Low.Pre Pos.Change Pos.Change 11/19/2013 9:35 9
2826 Low.Pre Pos.Change Pos.Change 11/19/2013 9:35 9
2827 High.Pre No.Change Neg.Change 11/19/2013 9:36 9
2828 Low.Pre Pos.Change Pos.Change 11/19/2013 9:36 9
2829 High.Pre Pos.Change Pos.Change 11/19/2013 9:37 9
2830 High.Pre Pos.Change Pos.Change 11/19/2013 9:37 9
2831 High.Pre No.Change Neg.Change 11/19/2013 9:37 9
2832 High.Pre No.Change Neg.Change 11/19/2013 9:37 9
2833 Low.Pre Pos.Change Pos.Change 11/19/2013 9:37 9
2834 Low.Pre Pos.Change Pos.Change 11/19/2013 9:37 9
2835 High.Pre No.Change Neg.Change 11/19/2013 9:38 9
2836 High.Pre No.Change Neg.Change 11/19/2013 9:38 9
2837 High.Pre No.Change Neg.Change 11/19/2013 9:38 9
2838 Low.Pre Pos.Change Pos.Change 11/19/2013 9:38 9
2839 Low.Pre Pos.Change Pos.Change 11/19/2013 9:38 9
2840 High.Pre Pos.Change Pos.Change 11/19/2013 9:39 9
2841 High.Pre Pos.Change Pos.Change 11/19/2013 9:39 9
2842 High.Pre No.Change Neg.Change 11/19/2013 9:39 9
2843 Low.Pre Pos.Change Pos.Change 11/19/2013 9:39 9
2844 High.Pre Pos.Change Pos.Change 11/19/2013 9:40 9
2845 High.Pre Pos.Change Pos.Change 11/19/2013 9:40 9
2846 Low.Pre Pos.Change Pos.Change 11/19/2013 9:40 9
2847 Low.Pre Pos.Change Pos.Change 11/19/2013 9:40 9
2848 High.Pre Pos.Change Pos.Change 11/19/2013 9:41 9
2849 High.Pre Pos.Change Pos.Change 11/19/2013 9:41 9
2850 High.Pre No.Change Neg.Change 11/19/2013 9:41 9
2851 High.Pre No.Change Neg.Change 11/19/2013 9:41 9
2852 Low.Pre Pos.Change Pos.Change 11/19/2013 9:41 9
2853 High.Pre Pos.Change Pos.Change 11/19/2013 9:42 9
2854 High.Pre Pos.Change Pos.Change 11/19/2013 9:42 9
2855 High.Pre No.Change Neg.Change 11/19/2013 9:42 9
2856 High.Pre No.Change Neg.Change 11/19/2013 9:42 9
2857 High.Pre No.Change Neg.Change 11/19/2013 9:42 9
2858 Low.Pre Pos.Change Pos.Change 11/19/2013 9:42 9
2859 High.Pre No.Change Neg.Change 11/19/2013 9:43 9
2860 Low.Pre Pos.Change Pos.Change 11/19/2013 9:43 9
2861 Low.Pre Pos.Change Pos.Change 11/19/2013 9:43 9
2862 Low.Pre Pos.Change Pos.Change 11/19/2013 9:43 9
2863 High.Pre Pos.Change Pos.Change 11/19/2013 9:44 9
2864 High.Pre Pos.Change Pos.Change 11/19/2013 9:44 9
2865 Low.Pre Pos.Change Pos.Change 11/19/2013 9:44 9
2866 High.Pre No.Change Neg.Change 11/19/2013 9:45 9
2867 High.Pre Pos.Change Pos.Change 11/19/2013 9:46 9
2868 High.Pre Pos.Change Pos.Change 11/19/2013 9:46 9
2869 High.Pre No.Change Neg.Change 11/19/2013 9:46 9
2870 High.Pre No.Change Neg.Change 11/19/2013 9:46 9
2871 Low.Pre Pos.Change Pos.Change 11/19/2013 9:46 9
2872 Low.Pre Pos.Change Pos.Change 11/19/2013 9:46 9
2873 High.Pre Pos.Change Pos.Change 11/19/2013 9:47 9
2874 High.Pre Pos.Change Pos.Change 11/19/2013 9:47 9
2875 High.Pre No.Change Neg.Change 11/19/2013 9:47 9
2876 High.Pre No.Change Neg.Change 11/19/2013 9:47 9
2877 Low.Pre Pos.Change Pos.Change 11/19/2013 9:47 9
2878 Low.Pre Pos.Change Pos.Change 11/19/2013 9:47 9
2879 Low.Pre Pos.Change Pos.Change 11/19/2013 9:47 9
2880 High.Pre No.Change Neg.Change 11/19/2013 9:48 9
2881 Low.Pre Pos.Change Pos.Change 11/19/2013 9:48 9
2882 Low.Pre Pos.Change Pos.Change 11/19/2013 9:48 9
2883 Low.Pre Pos.Change Pos.Change 11/19/2013 9:48 9
2884 High.Pre Pos.Change Pos.Change 11/19/2013 9:49 9
2885 High.Pre Pos.Change Pos.Change 11/19/2013 9:49 9
2886 High.Pre No.Change Neg.Change 11/19/2013 9:49 9
2887 High.Pre No.Change Neg.Change 11/19/2013 9:49 9
2888 Low.Pre Pos.Change Pos.Change 11/19/2013 9:49 9
2889 Low.Pre Pos.Change Pos.Change 11/19/2013 9:50 9
2890 Low.Pre Pos.Change Pos.Change 11/19/2013 9:50 9
2891 High.Pre Pos.Change Pos.Change 11/19/2013 9:51 9
2892 High.Pre Pos.Change Pos.Change 11/19/2013 9:51 9
2893 High.Pre No.Change Neg.Change 11/19/2013 9:52 9
2894 Low.Pre Pos.Change Pos.Change 11/19/2013 9:52 9
2895 Low.Pre Pos.Change Pos.Change 11/19/2013 9:52 9
2896 High.Pre Pos.Change Pos.Change 11/19/2013 9:53 9
2897 High.Pre Pos.Change Pos.Change 11/19/2013 9:53 9
2898 High.Pre No.Change Neg.Change 11/19/2013 9:53 9
2899 High.Pre No.Change Neg.Change 11/19/2013 9:53 9
2900 Low.Pre Pos.Change Pos.Change 11/19/2013 9:53 9
2901 High.Pre Pos.Change Pos.Change 11/19/2013 9:54 9
2902 High.Pre Pos.Change Pos.Change 11/19/2013 9:54 9
2903 Low.Pre Pos.Change Pos.Change 11/19/2013 9:54 9
2904 Low.Pre Pos.Change Pos.Change 11/19/2013 9:56 9
2905 Low.Pre Pos.Change Pos.Change 11/19/2013 9:56 9
2906 High.Pre Pos.Change Pos.Change 11/19/2013 9:57 9
2907 High.Pre Pos.Change Pos.Change 11/19/2013 9:57 9
2908 Low.Pre Pos.Change Pos.Change 11/19/2013 9:57 9
2909 High.Pre Pos.Change Pos.Change 11/19/2013 9:58 9
2910 High.Pre Pos.Change Pos.Change 11/19/2013 9:58 9
2911 High.Pre Pos.Change Pos.Change 11/19/2013 9:58 9
2912 High.Pre Pos.Change Pos.Change 11/19/2013 9:58 9
2913 High.Pre No.Change Neg.Change 11/19/2013 9:58 9
2914 Low.Pre Pos.Change Pos.Change 11/19/2013 9:58 9
2915 High.Pre Pos.Change Pos.Change 11/19/2013 10:00 9
2916 High.Pre Pos.Change Pos.Change 11/19/2013 10:00 9
2917 High.Pre No.Change Neg.Change 11/19/2013 10:00 9
2918 Low.Pre Pos.Change Pos.Change 11/19/2013 10:00 9
2919 Low.Pre Pos.Change Pos.Change 11/19/2013 10:00 9
2920 High.Pre Pos.Change Pos.Change 11/19/2013 10:01 9
2921 High.Pre Pos.Change Pos.Change 11/19/2013 10:01 9
2922 High.Pre No.Change Neg.Change 11/19/2013 10:01 9
2923 High.Pre No.Change Neg.Change 11/19/2013 10:01 9
2924 High.Pre No.Change Neg.Change 11/19/2013 10:01 9
2925 Low.Pre Pos.Change Pos.Change 11/19/2013 10:01 9
2926 High.Pre Pos.Change Pos.Change 11/19/2013 10:02 9
2927 High.Pre Pos.Change Pos.Change 11/19/2013 10:02 9
2928 Low.Pre Pos.Change Pos.Change 11/19/2013 10:02 9
2929 Low.Pre Pos.Change Pos.Change 11/19/2013 10:02 9
2930 High.Pre Pos.Change Pos.Change 11/19/2013 10:03 9
2931 High.Pre Pos.Change Pos.Change 11/19/2013 10:03 9
2932 High.Pre No.Change Neg.Change 11/19/2013 10:04 9
2933 High.Pre Pos.Change Pos.Change 11/19/2013 10:05 9
2934 High.Pre Pos.Change Pos.Change 11/19/2013 10:05 9
2935 High.Pre No.Change Neg.Change 11/19/2013 10:05 9
2936 Low.Pre Pos.Change Pos.Change 11/19/2013 10:05 9
2937 Low.Pre Pos.Change Pos.Change 11/19/2013 10:05 9
2938 High.Pre Pos.Change Pos.Change 11/19/2013 10:06 9
2939 High.Pre Pos.Change Pos.Change 11/19/2013 10:06 9
2940 High.Pre No.Change Neg.Change 11/19/2013 10:06 9
2941 High.Pre Pos.Change Pos.Change 11/19/2013 10:07 9
2942 High.Pre Pos.Change Pos.Change 11/19/2013 10:07 9
2943 High.Pre Pos.Change Pos.Change 11/19/2013 10:07 9
2944 High.Pre Pos.Change Pos.Change 11/19/2013 10:07 9
2945 High.Pre No.Change Neg.Change 11/19/2013 10:07 9
2946 Low.Pre Pos.Change Pos.Change 11/19/2013 10:07 9
2947 High.Pre No.Change Neg.Change 11/19/2013 10:08 9
2948 Low.Pre Pos.Change Pos.Change 11/19/2013 10:08 9
2949 Low.Pre Pos.Change Pos.Change 11/19/2013 10:08 9
2950 High.Pre Pos.Change Pos.Change 11/19/2013 10:09 9
2951 High.Pre Pos.Change Pos.Change 11/19/2013 10:09 9
2952 High.Pre No.Change Neg.Change 11/19/2013 10:09 9
2953 Low.Pre Pos.Change Pos.Change 11/19/2013 10:09 9
2954 Low.Pre Pos.Change Pos.Change 11/19/2013 10:09 9
2955 High.Pre Pos.Change Pos.Change 11/19/2013 10:11 9
2956 High.Pre Pos.Change Pos.Change 11/19/2013 10:11 9
2957 High.Pre Pos.Change Pos.Change 11/19/2013 10:11 9
2958 High.Pre Pos.Change Pos.Change 11/19/2013 10:11 9
2959 High.Pre No.Change Neg.Change 11/19/2013 10:11 9
2960 Low.Pre Pos.Change Pos.Change 11/19/2013 10:11 9
2961 High.Pre Pos.Change Pos.Change 11/19/2013 10:13 9
2962 High.Pre Pos.Change Pos.Change 11/19/2013 10:13 9
2963 High.Pre No.Change Neg.Change 11/19/2013 10:13 9
2964 Low.Pre Pos.Change Pos.Change 11/19/2013 10:13 9
2965 Low.Pre Pos.Change Pos.Change 11/19/2013 10:14 9
2966 High.Pre Pos.Change Pos.Change 11/21/2013 10:00 10
2967 High.Pre Pos.Change Pos.Change 11/21/2013 10:00 10
2968 High.Pre No.Change Neg.Change 11/21/2013 10:01 10
2969 Low.Pre Pos.Change Pos.Change 11/21/2013 10:01 10
2970 Low.Pre Pos.Change Pos.Change 11/21/2013 10:01 11
2971 Low.Pre Pos.Change Pos.Change 11/21/2013 10:02 11
2972 High.Pre No.Change Neg.Change 11/21/2013 10:02 11
2973 High.Pre No.Change Neg.Change 11/21/2013 10:02 11
2974 High.Pre Pos.Change Pos.Change 11/21/2013 10:03 11
2975 High.Pre Pos.Change Pos.Change 11/21/2013 10:03 11
2976 High.Pre No.Change Neg.Change 11/21/2013 10:03 11
2977 Low.Pre Pos.Change Pos.Change 11/21/2013 10:03 11
2978 Low.Pre Pos.Change Pos.Change 11/21/2013 10:03 11
2979 High.Pre Pos.Change Pos.Change 11/21/2013 10:04 11
2980 High.Pre Pos.Change Pos.Change 11/21/2013 10:04 11
2981 High.Pre No.Change Neg.Change 11/21/2013 10:04 11
2982 High.Pre Pos.Change Pos.Change 11/21/2013 10:05 11
2983 High.Pre Pos.Change Pos.Change 11/21/2013 10:05 11
2984 High.Pre No.Change Neg.Change 11/21/2013 10:05 11
2985 High.Pre No.Change Neg.Change 11/21/2013 10:05 11
2986 High.Pre No.Change Neg.Change 11/21/2013 10:05 11
2987 Low.Pre Pos.Change Pos.Change 11/21/2013 10:05 11
2988 Low.Pre Pos.Change Pos.Change 11/21/2013 10:05 11
2989 High.Pre Pos.Change Pos.Change 11/21/2013 10:06 11
2990 High.Pre Pos.Change Pos.Change 11/21/2013 10:06 11
2991 High.Pre No.Change Neg.Change 11/21/2013 10:06 11
2992 Low.Pre Pos.Change Pos.Change 11/21/2013 10:06 11
2993 High.Pre Pos.Change Pos.Change 11/21/2013 10:07 11
2994 High.Pre Pos.Change Pos.Change 11/21/2013 10:07 11
2995 High.Pre No.Change Neg.Change 11/21/2013 10:07 11
2996 High.Pre No.Change Neg.Change 11/21/2013 10:07 11
2997 High.Pre Pos.Change Pos.Change 11/21/2013 10:08 11
2998 High.Pre Pos.Change Pos.Change 11/21/2013 10:08 11
2999 High.Pre No.Change Neg.Change 11/21/2013 10:08 11
3000 High.Pre No.Change Neg.Change 11/21/2013 10:08 11
3001 High.Pre Pos.Change Pos.Change 11/21/2013 10:09 11
3002 High.Pre Pos.Change Pos.Change 11/21/2013 10:09 11
3003 High.Pre No.Change Neg.Change 11/21/2013 10:09 11
3004 Low.Pre Pos.Change Pos.Change 11/21/2013 10:09 11
3005 Low.Pre Pos.Change Pos.Change 11/21/2013 10:09 11
3006 Low.Pre Pos.Change Pos.Change 11/21/2013 10:09 11
3007 High.Pre Pos.Change Pos.Change 11/21/2013 10:10 11
3008 High.Pre Pos.Change Pos.Change 11/21/2013 10:10 11
3009 High.Pre Pos.Change Pos.Change 11/21/2013 10:10 11
3010 High.Pre Pos.Change Pos.Change 11/21/2013 10:10 11
3011 High.Pre No.Change Neg.Change 11/21/2013 10:10 11
3012 Low.Pre Pos.Change Pos.Change 11/21/2013 10:10 11
3013 High.Pre Pos.Change Pos.Change 11/21/2013 10:11 11
3014 High.Pre Pos.Change Pos.Change 11/21/2013 10:11 11
3015 High.Pre No.Change Neg.Change 11/21/2013 10:11 11
3016 High.Pre No.Change Neg.Change 11/21/2013 10:11 11
3017 Low.Pre Pos.Change Pos.Change 11/21/2013 10:11 11
3018 High.Pre Pos.Change Pos.Change 11/21/2013 10:12 11
3019 High.Pre Pos.Change Pos.Change 11/21/2013 10:12 11
3020 High.Pre No.Change Neg.Change 11/21/2013 10:12 11
3021 Low.Pre Pos.Change Pos.Change 11/21/2013 10:12 11
3022 Low.Pre No.Change Neg.Change 11/5/2013 9:32 1
3023 High.Pre No.Change Neg.Change 11/5/2013 9:32 1
3024 Low.Pre Pos.Change Pos.Change 11/5/2013 9:32 1
3025 Low.Pre No.Change Neg.Change 11/5/2013 9:41 1
3026 Low.Pre Pos.Change Pos.Change 11/5/2013 9:44 1
3027 Low.Pre Pos.Change Pos.Change 11/7/2013 10:04 4
3028 Low.Pre No.Change Neg.Change 11/7/2013 10:04 5
3029 High.Pre No.Change Neg.Change 11/7/2013 10:04 5
3030 Low.Pre No.Change Neg.Change 11/7/2013 10:06 5
3031 High.Pre No.Change Neg.Change 11/7/2013 10:06 5
3032 Low.Pre Pos.Change Pos.Change 11/7/2013 10:07 5
3033 Low.Pre Pos.Change Pos.Change 11/7/2013 10:08 5
3034 Low.Pre Pos.Change Pos.Change 11/7/2013 10:08 5
3035 Low.Pre No.Change Neg.Change 11/7/2013 10:09 5
3036 High.Pre No.Change Neg.Change 11/7/2013 10:09 5
3037 Low.Pre Pos.Change Pos.Change 11/7/2013 10:10 5
3038 Low.Pre No.Change Neg.Change 11/7/2013 10:11 5
3039 High.Pre No.Change Neg.Change 11/7/2013 10:11 5
3040 High.Pre No.Change Neg.Change 11/7/2013 10:13 5
3041 Low.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
3042 High.Pre No.Change Neg.Change 11/12/2013 9:42 6
3043 Low.Pre Pos.Change Pos.Change 11/12/2013 9:42 6
3044 High.Pre No.Change Neg.Change 11/12/2013 9:51 6
3045 Low.Pre Pos.Change Pos.Change 11/12/2013 9:51 6
3046 Low.Pre No.Change Neg.Change 11/12/2013 9:54 6
3047 Low.Pre Pos.Change Pos.Change 11/12/2013 9:54 6
3048 High.Pre No.Change Neg.Change 11/12/2013 10:00 7
3049 High.Pre No.Change Neg.Change 11/12/2013 10:00 7
3050 Low.Pre No.Change Neg.Change 11/12/2013 10:01 7
3051 High.Pre No.Change Neg.Change 11/12/2013 10:01 7
3052 Low.Pre Pos.Change Pos.Change 11/12/2013 10:01 7
3053 Low.Pre Pos.Change Pos.Change 11/12/2013 10:01 7
3054 Low.Pre Pos.Change Pos.Change 11/12/2013 10:13 7
3055 Low.Pre Pos.Change Pos.Change 11/12/2013 10:16 7
3056 Low.Pre Pos.Change Pos.Change 11/12/2013 10:18 7
3057 High.Pre No.Change Neg.Change 11/14/2013 9:42 8
3058 Low.Pre No.Change Neg.Change 11/14/2013 10:17 8
3059 Low.Pre No.Change Neg.Change 11/19/2013 9:30 9
3060 Low.Pre Pos.Change Pos.Change 11/19/2013 9:32 9
3061 Low.Pre No.Change Neg.Change 11/19/2013 9:33 9
3062 High.Pre No.Change Neg.Change 11/19/2013 9:33 9
3063 Low.Pre Pos.Change Pos.Change 11/19/2013 9:33 9
3064 Low.Pre No.Change Neg.Change 11/19/2013 9:34 9
3065 Low.Pre Pos.Change Pos.Change 11/19/2013 9:34 9
3066 Low.Pre No.Change Neg.Change 11/19/2013 9:35 9
3067 High.Pre No.Change Neg.Change 11/19/2013 9:35 9
3068 Low.Pre Pos.Change Pos.Change 11/19/2013 9:35 9
3069 Low.Pre Pos.Change Pos.Change 11/19/2013 9:37 9
3070 Low.Pre No.Change Neg.Change 11/19/2013 9:38 9
3071 High.Pre No.Change Neg.Change 11/19/2013 9:38 9
3072 High.Pre No.Change Neg.Change 11/19/2013 9:38 9
3073 Low.Pre Pos.Change Pos.Change 11/19/2013 9:38 9
3074 Low.Pre No.Change Neg.Change 11/19/2013 9:39 9
3075 Low.Pre Pos.Change Pos.Change 11/19/2013 9:39 9
3076 Low.Pre No.Change Neg.Change 11/19/2013 9:40 9
3077 High.Pre No.Change Neg.Change 11/19/2013 9:40 9
3078 High.Pre No.Change Neg.Change 11/19/2013 9:40 9
3079 High.Pre No.Change Neg.Change 11/19/2013 9:41 9
3080 Low.Pre No.Change Neg.Change 11/19/2013 9:45 9
3081 Low.Pre Pos.Change Pos.Change 11/19/2013 9:45 9
3082 Low.Pre Pos.Change Pos.Change 11/19/2013 9:47 9
3083 Low.Pre Pos.Change Pos.Change 11/19/2013 9:48 9
3084 Low.Pre Pos.Change Pos.Change 11/19/2013 9:48 9
3085 Low.Pre Pos.Change Pos.Change 11/19/2013 9:49 9
3086 Low.Pre Pos.Change Pos.Change 11/19/2013 9:49 9
3087 Low.Pre Pos.Change Pos.Change 11/19/2013 9:50 9
3088 Low.Pre Pos.Change Pos.Change 11/19/2013 9:51 9
3089 Low.Pre Pos.Change Pos.Change 11/19/2013 9:52 9
3090 Low.Pre Pos.Change Pos.Change 11/19/2013 9:52 9
3091 Low.Pre No.Change Neg.Change 11/19/2013 9:53 9
3092 Low.Pre No.Change Neg.Change 11/21/2013 9:59 10
3093 Low.Pre Pos.Change Pos.Change 11/21/2013 9:59 11
3094 High.Pre No.Change Neg.Change 11/21/2013 10:02 11
3095 Low.Pre Pos.Change Pos.Change 11/21/2013 10:03 11
3096 Low.Pre No.Change Neg.Change 11/21/2013 10:05 11
3097 Low.Pre Pos.Change Pos.Change 11/21/2013 10:05 11
3098 High.Pre No.Change Neg.Change 11/21/2013 10:06 11
3099 Low.Pre No.Change Neg.Change 11/21/2013 10:08 11
3100 High.Pre No.Change Neg.Change 11/21/2013 10:08 11
3101 High.Pre No.Change Neg.Change 11/21/2013 10:09 11
3102 High.Pre No.Change Neg.Change 11/21/2013 10:10 11
3103 Low.Pre Pos.Change Pos.Change 11/21/2013 10:11 11
3104 Low.Pre No.Change Neg.Change 11/21/2013 10:12 11
3105 High.Pre No.Change Neg.Change 11/21/2013 10:13 11
3106 Low.Pre Pos.Change Pos.Change 11/21/2013 10:13 11
3107 Low.Pre Pos.Change Pos.Change 11/21/2013 10:14 11
3108 Low.Pre No.Change Neg.Change 11/21/2013 10:16 11
3109 High.Pre No.Change Neg.Change 11/21/2013 10:16 11
3110 #N/A #N/A #N/A 11/5/2013 9:32 1
3111 Low.Pre Pos.Change Pos.Change 11/5/2013 9:32 2
3112 Low.Pre Pos.Change Pos.Change 11/5/2013 9:38 1
3113 High.Pre No.Change Pos.Change 11/5/2013 9:39 1
3114 #N/A #N/A #N/A 11/5/2013 9:50 1
3115 #N/A #N/A #N/A 11/5/2013 9:51 1
3116 #N/A #N/A #N/A 11/5/2013 9:51 1
3117 #N/A #N/A #N/A 11/5/2013 9:53 1
3118 #N/A #N/A #N/A 11/5/2013 10:04 1
3119 #N/A #N/A #N/A 11/5/2013 10:05 1
3120 #N/A #N/A #N/A 11/7/2013 10:06 4
3121 #N/A #N/A #N/A 11/7/2013 10:06 4
3122 Low.Pre Pos.Change Pos.Change 11/7/2013 10:11 5
3123 #N/A #N/A #N/A 11/7/2013 10:12 5
3124 Low.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
3125 Low.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
3126 High.Pre No.Change Pos.Change 11/7/2013 10:12 5
3127 Low.Pre Pos.Change Pos.Change 11/7/2013 10:12 5
3128 Low.Pre Pos.Change Pos.Change 11/7/2013 10:13 5
3129 #N/A #N/A #N/A 11/7/2013 10:14 5
3130 #N/A #N/A #N/A 11/7/2013 10:14 5
3131 #N/A #N/A #N/A 11/7/2013 10:14 5
3132 Low.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
3133 Low.Pre Pos.Change Pos.Change 11/7/2013 10:14 5
3134 High.Pre No.Change Pos.Change 11/7/2013 10:16 5
3135 #N/A #N/A #N/A 11/7/2013 10:16 5
3136 Low.Pre Pos.Change Pos.Change 11/7/2013 10:16 5
3137 Low.Pre Pos.Change Pos.Change 11/7/2013 10:17 5
3138 Low.Pre Pos.Change Pos.Change 11/7/2013 10:17 5
3139 #N/A #N/A #N/A 11/7/2013 10:18 5
3140 High.Pre No.Change Pos.Change 11/7/2013 10:18 5
3141 Low.Pre Pos.Change Pos.Change 11/7/2013 10:19 5
3142 High.Pre No.Change Pos.Change 11/12/2013 10:05 5
3143 #N/A #N/A #N/A 11/12/2013 10:07 7
3144 Low.Pre Pos.Change Pos.Change 11/12/2013 10:08 7
3145 #N/A #N/A #N/A 11/12/2013 10:12 7
3146 Low.Pre Pos.Change Pos.Change 11/12/2013 10:13 7
3147 Low.Pre Pos.Change Pos.Change 11/12/2013 10:16 7
3148 High.Pre No.Change Pos.Change 11/12/2013 10:17 5
3149 Low.Pre Pos.Change Pos.Change 11/12/2013 10:41 6
3150 Low.Pre Pos.Change Pos.Change 11/14/2013 9:26 7
3151 #N/A #N/A #N/A 11/14/2013 9:31 8
3152 Low.Pre Pos.Change Pos.Change 11/14/2013 9:39 7
3153 Low.Pre Pos.Change Pos.Change 11/14/2013 9:45 7
3154 Low.Pre Pos.Change Pos.Change 11/14/2013 9:47 8
3155 High.Pre No.Change Pos.Change 11/14/2013 9:54 7
3156 High.Pre No.Change Pos.Change 11/14/2013 10:05 7
3157 Low.Pre Pos.Change Pos.Change 11/19/2013 9:32 9
3158 #N/A #N/A #N/A 11/19/2013 9:34 9
3159 Low.Pre Pos.Change Pos.Change 11/19/2013 9:34 9
3160 High.Pre No.Change Pos.Change 11/19/2013 9:35 9
3161 #N/A #N/A #N/A 11/19/2013 9:36 9
3162 Low.Pre Pos.Change Pos.Change 11/19/2013 9:36 9
3163 #N/A #N/A #N/A 11/19/2013 9:37 9
3164 #N/A #N/A #N/A 11/19/2013 9:37 9
3165 Low.Pre Pos.Change Pos.Change 11/19/2013 9:37 9
3166 Low.Pre Pos.Change Pos.Change 11/19/2013 9:38 9
3167 High.Pre No.Change Pos.Change 11/19/2013 9:38 9
3168 Low.Pre Pos.Change Pos.Change 11/19/2013 9:38 9
3169 Low.Pre Pos.Change Pos.Change 11/19/2013 9:39 9
3170 High.Pre No.Change Pos.Change 11/19/2013 9:39 9
3171 Low.Pre Pos.Change Pos.Change 11/19/2013 9:39 9
3172 #N/A #N/A #N/A 11/19/2013 9:40 9
3173 Low.Pre Pos.Change Pos.Change 11/19/2013 9:40 9
3174 Low.Pre Pos.Change Pos.Change 11/19/2013 9:40 9
3175 Low.Pre Pos.Change Pos.Change 11/19/2013 9:41 9
3176 #N/A #N/A #N/A 11/19/2013 9:42 9
3177 #N/A #N/A #N/A 11/19/2013 9:42 9
3178 Low.Pre Pos.Change Pos.Change 11/19/2013 9:42 9
3179 Low.Pre Pos.Change Pos.Change 11/19/2013 9:43 9
3180 High.Pre No.Change Pos.Change 11/19/2013 9:43 9
3181 #N/A #N/A #N/A 11/19/2013 9:44 9
3182 Low.Pre Pos.Change Pos.Change 11/19/2013 9:44 9
3183 Low.Pre Pos.Change Pos.Change 11/19/2013 9:44 9
3184 Low.Pre Pos.Change Pos.Change 11/19/2013 9:44 9
3185 #N/A #N/A #N/A 11/19/2013 9:47 9
3186 Low.Pre Pos.Change Pos.Change 11/19/2013 9:47 9
3187 High.Pre No.Change Pos.Change 11/19/2013 9:47 9
3188 #N/A #N/A #N/A 11/19/2013 9:48 9
3189 Low.Pre Pos.Change Pos.Change 11/19/2013 9:48 9
3190 High.Pre No.Change Pos.Change 11/19/2013 9:49 9
3191 Low.Pre Pos.Change Pos.Change 11/19/2013 9:49 9
3192 #N/A #N/A #N/A 11/19/2013 9:50 9
3193 Low.Pre Pos.Change Pos.Change 11/19/2013 9:50 9
3194 High.Pre No.Change Pos.Change 11/19/2013 9:51 9
3195 Low.Pre Pos.Change Pos.Change 11/21/2013 10:01 10
3196 Low.Pre Pos.Change Pos.Change 11/21/2013 10:03 11
3197 High.Pre No.Change Pos.Change 11/21/2013 10:04 10
3198 #N/A #N/A #N/A 11/21/2013 10:04 11
3199 #N/A #N/A #N/A 11/21/2013 10:04 11
3200 Low.Pre Pos.Change Pos.Change 11/21/2013 10:04 11
3201 #N/A #N/A #N/A 11/21/2013 10:05 11
3202 #N/A #N/A #N/A 11/21/2013 10:06 11
3203 Low.Pre Pos.Change Pos.Change 11/21/2013 10:06 11
3204 Low.Pre Pos.Change Pos.Change 11/21/2013 10:08 11
3205 #N/A #N/A #N/A 11/21/2013 10:09 11
3206 Low.Pre Pos.Change Pos.Change 11/21/2013 10:09 11
3207 #N/A #N/A #N/A 11/21/2013 10:10 11
3208 Low.Pre Pos.Change Pos.Change 11/21/2013 10:11 11
3209 High.Pre No.Change Pos.Change 11/21/2013 10:11 10
3210 Low.Pre Pos.Change Pos.Change 11/21/2013 10:11 11
3211 Low.Pre Pos.Change Pos.Change 11/21/2013 10:11 11
3212 High.Pre No.Change Pos.Change 11/21/2013 10:12 10
3213 #N/A #N/A #N/A 11/21/2013 10:12 11
3214 Low.Pre Pos.Change Pos.Change 11/21/2013 10:13 11
3215 High.Pre No.Change Pos.Change 11/21/2013 10:14 10
3216 #N/A #N/A #N/A 11/21/2013 10:14 11
3217 Low.Pre Pos.Change Pos.Change 11/21/2013 10:14 11
3218 #N/A #N/A #N/A 11/21/2013 10:15 11
3219 Low.Pre Pos.Change Pos.Change 11/21/2013 10:15 11
3220 Low.Pre Pos.Change Pos.Change 11/21/2013 10:18 11
3221 #N/A #N/A #N/A 11/21/2013 10:19 11
3222 High.Pre No.Change Pos.Change 11/21/2013 10:20 10
3223 Low.Pre Pos.Change Pos.Change 11/21/2013 10:20 11
3224 Low.Pre Pos.Change Pos.Change 11/21/2013 10:23 11
3225 Low.Pre Pos.Change Pos.Change 11/21/2013 10:23 11
3226 Low.Pre Pos.Change Pos.Change 11/21/2013 10:24 11
3227 Low.Pre Pos.Change Pos.Change 11/25/2013 11:17 11
3228 High.Pre Pos.Change Pos.Change 11/26/2013 9:24 12
3229 Low.Pre Pos.Change Pos.Change 11/26/2013 9:25 12
3230 High.Pre No.Change Neg.Change 11/26/2013 9:26 12
3231 High.Pre No.Change Neg.Change 11/26/2013 9:29 12
3232 High.Pre No.Change Pos.Change 11/26/2013 9:30 12
3233 High.Pre No.Change Neg.Change 11/26/2013 9:32 12
3234 High.Pre Pos.Change Pos.Change 11/26/2013 9:32 12
3235 Low.Pre Pos.Change Pos.Change 11/26/2013 9:33 12
3236 High.Pre No.Change Neg.Change 11/26/2013 9:33 12
3237 High.Pre No.Change Pos.Change 11/26/2013 9:33 12
3238 High.Pre No.Change Neg.Change 11/26/2013 9:37 12
3239 High.Pre No.Change Neg.Change 11/26/2013 9:37 12
3240 High.Pre Pos.Change Pos.Change 11/26/2013 9:37 12
3241 Low.Pre Pos.Change Pos.Change 11/26/2013 9:38 12
3242 High.Pre No.Change Pos.Change 11/26/2013 9:38 12
3243 High.Pre No.Change Neg.Change 11/26/2013 9:40 12
3244 High.Pre No.Change Neg.Change 11/26/2013 9:40 12
3245 Low.Pre Pos.Change Pos.Change 11/26/2013 9:41 12
3246 High.Pre No.Change Neg.Change 11/26/2013 9:41 12
3247 High.Pre No.Change Neg.Change 11/26/2013 9:41 12
3248 High.Pre Pos.Change Pos.Change 11/26/2013 9:41 12
3249 High.Pre No.Change Neg.Change 11/26/2013 9:42 12
3250 High.Pre Pos.Change Pos.Change 11/26/2013 9:42 12
3251 Low.Pre Pos.Change Pos.Change 11/26/2013 9:43 12
3252 High.Pre No.Change Neg.Change 11/26/2013 9:43 12
3253 High.Pre No.Change Pos.Change 11/26/2013 9:43 12
3254 High.Pre Pos.Change Pos.Change 11/26/2013 9:44 12
3255 High.Pre Pos.Change Pos.Change 11/26/2013 9:45 12
3256 High.Pre No.Change Neg.Change 11/26/2013 9:46 12
3257 High.Pre Pos.Change Pos.Change 11/26/2013 9:46 12
3258 Low.Pre Pos.Change Pos.Change 11/26/2013 9:47 12
3259 High.Pre No.Change Neg.Change 11/26/2013 9:47 12
3260 High.Pre No.Change Neg.Change 11/26/2013 9:47 12
3261 High.Pre Pos.Change Pos.Change 11/26/2013 9:48 12
3262 Low.Pre Pos.Change Pos.Change 11/26/2013 9:48 12
3263 High.Pre No.Change Neg.Change 11/26/2013 9:48 12
3264 High.Pre No.Change Neg.Change 11/26/2013 9:48 12
3265 Low.Pre Pos.Change Pos.Change 11/26/2013 9:49 12
3266 High.Pre No.Change Neg.Change 11/26/2013 9:49 12
3267 High.Pre Pos.Change Pos.Change 11/26/2013 9:49 12
3268 High.Pre No.Change Pos.Change 11/26/2013 9:49 12
3269 High.Pre No.Change Neg.Change 11/26/2013 9:51 12
3270 Low.Pre Pos.Change Pos.Change 11/26/2013 9:52 12
3271 High.Pre Pos.Change Pos.Change 11/26/2013 9:52 12
3272 High.Pre No.Change Pos.Change 11/26/2013 9:52 12
3273 High.Pre No.Change Neg.Change 11/26/2013 9:53 12
3274 High.Pre No.Change Neg.Change 11/26/2013 9:54 12
3275 High.Pre No.Change Neg.Change 11/26/2013 9:54 12
3276 Low.Pre Pos.Change Pos.Change 11/26/2013 9:55 12
3277 High.Pre No.Change Neg.Change 11/26/2013 9:55 12
3278 High.Pre Pos.Change Pos.Change 11/26/2013 9:55 12
3279 High.Pre Pos.Change Pos.Change 11/26/2013 9:55 12
3280 High.Pre Pos.Change Pos.Change 11/26/2013 9:55 12
3281 High.Pre No.Change Neg.Change 11/26/2013 9:57 12
3282 Low.Pre Pos.Change Pos.Change 11/26/2013 9:59 12
3283 Low.Pre Pos.Change Pos.Change 11/26/2013 9:59 12
3284 High.Pre No.Change Neg.Change 11/26/2013 9:59 12
3285 High.Pre Pos.Change Pos.Change 11/26/2013 9:59 12
3286 High.Pre No.Change Neg.Change 11/26/2013 10:00 12
3287 High.Pre Pos.Change Pos.Change 11/26/2013 10:02 12
3288 High.Pre Pos.Change Pos.Change 11/26/2013 10:03 12
3289 High.Pre Pos.Change Pos.Change 11/26/2013 10:03 12
3290 High.Pre No.Change Pos.Change 11/26/2013 10:03 12
3291 Low.Pre Pos.Change Pos.Change 11/26/2013 10:06 12
3292 High.Pre No.Change Neg.Change 11/26/2013 10:06 12
3293 High.Pre Pos.Change Pos.Change 11/26/2013 10:06 12
3294 High.Pre No.Change Pos.Change 11/26/2013 10:06 12
3295 High.Pre No.Change Neg.Change 11/26/2013 10:07 12
3296 High.Pre Pos.Change Pos.Change 11/26/2013 10:07 12
3297 High.Pre No.Change Neg.Change 12/3/2013 9:36 12
3298 High.Pre No.Change Neg.Change 12/3/2013 9:36 13
3299 High.Pre No.Change Neg.Change 12/3/2013 9:37 12
3300 High.Pre No.Change Neg.Change 12/3/2013 10:05 13
3301 High.Pre No.Change Neg.Change 12/3/2013 10:05 14
3302 High.Pre Pos.Change Pos.Change 12/3/2013 10:05 14
3303 High.Pre No.Change Pos.Change 12/3/2013 10:05 14
3304 Low.Pre Pos.Change Pos.Change 12/3/2013 10:06 14
3305 High.Pre No.Change Neg.Change 12/3/2013 10:06 14
3306 High.Pre No.Change Neg.Change 12/3/2013 10:06 14
3307 High.Pre No.Change Neg.Change 12/3/2013 10:07 13
3308 High.Pre No.Change Neg.Change 12/3/2013 10:07 14
3309 High.Pre No.Change Pos.Change 12/3/2013 10:07 14
3310 High.Pre No.Change Neg.Change 12/3/2013 10:08 13
3311 Low.Pre Pos.Change Pos.Change 12/3/2013 10:08 14
3312 High.Pre No.Change Neg.Change 12/3/2013 10:08 14
3313 High.Pre Pos.Change Pos.Change 12/3/2013 10:08 14
3314 High.Pre Pos.Change Pos.Change 12/3/2013 10:09 14
3315 High.Pre Pos.Change Pos.Change 12/3/2013 10:09 14
3316 High.Pre No.Change Pos.Change 12/3/2013 10:09 14
3317 High.Pre Pos.Change Pos.Change 12/3/2013 10:10 14
3318 High.Pre No.Change Neg.Change 12/3/2013 10:10 14
3319 High.Pre No.Change Neg.Change 12/3/2013 10:10 14
3320 High.Pre No.Change Neg.Change 12/3/2013 10:10 14
3321 High.Pre No.Change Neg.Change 12/3/2013 10:11 14
3322 High.Pre Pos.Change Pos.Change 12/3/2013 10:11 14
3323 High.Pre No.Change Neg.Change 12/3/2013 10:12 14
3324 High.Pre No.Change Neg.Change 12/3/2013 10:12 14
3325 High.Pre Pos.Change Pos.Change 12/3/2013 10:12 14
3326 High.Pre Pos.Change Pos.Change 12/3/2013 10:13 14
3327 Low.Pre Pos.Change Pos.Change 12/3/2013 10:13 14
3328 High.Pre No.Change Pos.Change 12/3/2013 10:14 14
3329 High.Pre No.Change Neg.Change 12/3/2013 10:14 14
3330 High.Pre No.Change Neg.Change 12/3/2013 10:15 14
3331 High.Pre No.Change Neg.Change 12/3/2013 10:16 14
3332 High.Pre Pos.Change Pos.Change 12/3/2013 10:16 14
3333 High.Pre Pos.Change Pos.Change 12/4/2013 14:20 15
3334 High.Pre No.Change Neg.Change 12/5/2013 9:45 15
3335 High.Pre No.Change Neg.Change 12/5/2013 9:48 15
3336 High.Pre No.Change Neg.Change 12/5/2013 9:49 15
3337 High.Pre No.Change Neg.Change 12/5/2013 9:56 15
3338 High.Pre No.Change Pos.Change 12/8/2013 17:14 16
3339 Low.Pre Pos.Change Pos.Change 12/9/2013 12:11 16
3340 High.Pre Pos.Change Pos.Change 12/10/2013 17:36 16
3341 High.Pre Pos.Change Pos.Change 11/26/2013 9:26 12
3342 High.Pre Pos.Change Pos.Change 11/26/2013 9:26 12
3343 High.Pre Pos.Change Pos.Change 11/26/2013 9:27 12
3344 High.Pre Pos.Change Pos.Change 11/26/2013 9:27 12
3345 Low.Pre Pos.Change Pos.Change 11/26/2013 9:28 12
3346 High.Pre Pos.Change Pos.Change 11/26/2013 9:28 12
3347 High.Pre Pos.Change Pos.Change 11/26/2013 9:29 12
3348 High.Pre Pos.Change Pos.Change 11/26/2013 9:29 12
3349 High.Pre Pos.Change Pos.Change 11/26/2013 9:31 12
3350 High.Pre Pos.Change Pos.Change 11/26/2013 9:31 12
3351 High.Pre Pos.Change Pos.Change 11/26/2013 9:31 12
3352 Low.Pre Pos.Change Pos.Change 11/26/2013 9:32 12
3353 High.Pre Pos.Change Pos.Change 11/26/2013 9:33 12
3354 High.Pre Pos.Change Pos.Change 11/26/2013 9:35 12
3355 High.Pre Pos.Change Pos.Change 11/26/2013 9:35 12
3356 High.Pre Pos.Change Pos.Change 11/26/2013 9:37 12
3357 High.Pre Pos.Change Pos.Change 11/26/2013 9:38 12
3358 High.Pre Pos.Change Pos.Change 11/26/2013 9:38 12
3359 High.Pre Pos.Change Pos.Change 11/26/2013 9:39 12
3360 High.Pre Pos.Change Pos.Change 11/26/2013 9:39 12
3361 High.Pre Pos.Change Pos.Change 11/26/2013 9:39 12
3362 High.Pre Pos.Change Pos.Change 11/26/2013 9:40 12
3363 High.Pre Pos.Change Pos.Change 11/26/2013 9:40 12
3364 Low.Pre Pos.Change Pos.Change 11/26/2013 9:40 12
3365 High.Pre Pos.Change Pos.Change 11/26/2013 9:40 12
3366 High.Pre Pos.Change Pos.Change 11/26/2013 9:40 12
3367 High.Pre Pos.Change Pos.Change 11/26/2013 9:41 12
3368 High.Pre Pos.Change Pos.Change 11/26/2013 9:42 12
3369 High.Pre Pos.Change Pos.Change 11/26/2013 9:42 12
3370 Low.Pre Pos.Change Pos.Change 11/26/2013 9:42 12
3371 High.Pre Pos.Change Pos.Change 11/26/2013 9:42 12
3372 High.Pre Pos.Change Pos.Change 11/26/2013 9:43 12
3373 High.Pre Pos.Change Pos.Change 11/26/2013 9:43 12
3374 High.Pre Pos.Change Pos.Change 11/26/2013 9:43 12
3375 Low.Pre Pos.Change Pos.Change 11/26/2013 9:44 12
3376 High.Pre Pos.Change Pos.Change 11/26/2013 9:44 12
3377 High.Pre Pos.Change Pos.Change 11/26/2013 9:45 12
3378 High.Pre Pos.Change Pos.Change 11/26/2013 9:45 12
3379 Low.Pre Pos.Change Pos.Change 11/26/2013 9:47 12
3380 High.Pre Pos.Change Pos.Change 11/26/2013 9:48 12
3381 High.Pre Pos.Change Pos.Change 11/26/2013 9:48 12
3382 High.Pre Pos.Change Pos.Change 11/26/2013 9:48 12
3383 High.Pre Pos.Change Pos.Change 11/26/2013 9:49 12
3384 High.Pre Pos.Change Pos.Change 11/26/2013 9:49 12
3385 High.Pre Pos.Change Pos.Change 11/26/2013 9:49 12
3386 High.Pre Pos.Change Pos.Change 11/26/2013 9:49 12
3387 Low.Pre Pos.Change Pos.Change 11/26/2013 9:50 12
3388 High.Pre Pos.Change Pos.Change 11/26/2013 9:50 12
3389 Low.Pre Pos.Change Pos.Change 11/26/2013 9:52 12
3390 Low.Pre Pos.Change Pos.Change 11/26/2013 9:52 12
3391 High.Pre Pos.Change Pos.Change 11/26/2013 9:52 12
3392 High.Pre Pos.Change Pos.Change 11/26/2013 9:54 12
3393 High.Pre Pos.Change Pos.Change 11/26/2013 9:54 12
3394 High.Pre Pos.Change Pos.Change 11/26/2013 9:54 12
3395 High.Pre Pos.Change Pos.Change 11/26/2013 9:55 12
3396 High.Pre Pos.Change Pos.Change 11/26/2013 9:55 12
3397 Low.Pre Pos.Change Pos.Change 11/26/2013 9:55 12
3398 High.Pre Pos.Change Pos.Change 11/26/2013 9:55 12
3399 High.Pre Pos.Change Pos.Change 11/26/2013 9:57 12
3400 High.Pre Pos.Change Pos.Change 11/26/2013 9:57 12
3401 High.Pre Pos.Change Pos.Change 11/26/2013 9:57 12
3402 High.Pre Pos.Change Pos.Change 11/26/2013 9:57 12
3403 High.Pre Pos.Change Pos.Change 11/26/2013 9:57 12
3404 High.Pre Pos.Change Pos.Change 11/26/2013 9:58 12
3405 Low.Pre Pos.Change Pos.Change 11/26/2013 9:59 12
3406 High.Pre Pos.Change Pos.Change 11/26/2013 10:00 12
3407 High.Pre Pos.Change Pos.Change 11/26/2013 10:00 12
3408 Low.Pre Pos.Change Pos.Change 11/26/2013 10:00 12
3409 High.Pre Pos.Change Pos.Change 11/26/2013 10:00 12
3410 High.Pre Pos.Change Pos.Change 11/26/2013 10:01 12
3411 High.Pre Pos.Change Pos.Change 11/26/2013 10:01 12
3412 High.Pre Pos.Change Pos.Change 11/26/2013 10:01 12
3413 High.Pre Pos.Change Pos.Change 11/26/2013 10:02 12
3414 High.Pre Pos.Change Pos.Change 11/26/2013 10:02 12
3415 High.Pre Pos.Change Pos.Change 11/26/2013 10:02 12
3416 High.Pre Pos.Change Pos.Change 11/26/2013 10:02 12
3417 Low.Pre Pos.Change Pos.Change 11/26/2013 10:02 12
3418 High.Pre Pos.Change Pos.Change 11/26/2013 10:02 12
3419 High.Pre Pos.Change Pos.Change 11/26/2013 10:03 12
3420 High.Pre Pos.Change Pos.Change 11/26/2013 10:03 12
3421 High.Pre Pos.Change Pos.Change 11/26/2013 10:03 12
3422 High.Pre Pos.Change Pos.Change 11/26/2013 10:03 12
3423 High.Pre Pos.Change Pos.Change 11/26/2013 10:04 12
3424 High.Pre Pos.Change Pos.Change 11/26/2013 10:05 12
3425 High.Pre Pos.Change Pos.Change 11/26/2013 10:06 12
3426 High.Pre Pos.Change Pos.Change 11/26/2013 10:06 12
3427 Low.Pre Pos.Change Pos.Change 11/26/2013 10:07 12
3428 High.Pre Pos.Change Pos.Change 11/26/2013 10:07 12
3429 High.Pre Pos.Change Pos.Change 11/26/2013 10:07 12
3430 High.Pre Pos.Change Pos.Change 11/26/2013 10:08 12
3431 High.Pre Pos.Change Pos.Change 11/26/2013 10:08 12
3432 High.Pre Pos.Change Pos.Change 11/26/2013 10:08 12
3433 High.Pre Pos.Change Pos.Change 11/26/2013 10:08 12
3434 High.Pre Pos.Change Pos.Change 11/26/2013 10:09 12
3435 High.Pre Pos.Change Pos.Change 11/26/2013 10:09 12
3436 Low.Pre Pos.Change Pos.Change 11/26/2013 10:09 12
3437 High.Pre Pos.Change Pos.Change 11/26/2013 10:09 12
3438 High.Pre Pos.Change Pos.Change 11/26/2013 10:09 12
3439 High.Pre Pos.Change Pos.Change 11/26/2013 10:11 12
3440 High.Pre Pos.Change Pos.Change 11/26/2013 10:11 12
3441 High.Pre Pos.Change Pos.Change 11/26/2013 10:12 12
3442 High.Pre Pos.Change Pos.Change 11/26/2013 10:12 12
3443 High.Pre Pos.Change Pos.Change 11/26/2013 10:13 12
3444 High.Pre Pos.Change Pos.Change 11/26/2013 10:14 12
3445 High.Pre Pos.Change Pos.Change 11/26/2013 10:15 12
3446 High.Pre Pos.Change Pos.Change 11/26/2013 10:15 12
3447 High.Pre Pos.Change Pos.Change 11/26/2013 10:16 12
3448 High.Pre Pos.Change Pos.Change 11/26/2013 10:16 12
3449 Low.Pre Pos.Change Pos.Change 11/26/2013 10:16 12
3450 High.Pre Pos.Change Pos.Change 11/26/2013 10:16 12
3451 Low.Pre Pos.Change Pos.Change 11/26/2013 10:17 12
3452 High.Pre Pos.Change Pos.Change 11/26/2013 10:17 12
3453 High.Pre Pos.Change Pos.Change 11/26/2013 10:18 12
3454 High.Pre Pos.Change Pos.Change 12/3/2013 9:52 13
3455 High.Pre Pos.Change Pos.Change 12/3/2013 9:52 13
3456 High.Pre Pos.Change Pos.Change 12/3/2013 9:58 14
3457 High.Pre Pos.Change Pos.Change 12/3/2013 9:58 14
3458 High.Pre Pos.Change Pos.Change 12/3/2013 9:58 14
3459 High.Pre Pos.Change Pos.Change 12/3/2013 9:59 14
3460 High.Pre Pos.Change Pos.Change 12/3/2013 9:59 14
3461 Low.Pre Pos.Change Pos.Change 12/3/2013 9:59 14
3462 High.Pre Pos.Change Pos.Change 12/3/2013 9:59 14
3463 High.Pre Pos.Change Pos.Change 12/3/2013 9:59 14
3464 High.Pre Pos.Change Pos.Change 12/3/2013 10:00 14
3465 High.Pre Pos.Change Pos.Change 12/3/2013 10:00 14
3466 High.Pre Pos.Change Pos.Change 12/3/2013 10:00 14
3467 High.Pre Pos.Change Pos.Change 12/3/2013 10:00 14
3468 High.Pre Pos.Change Pos.Change 12/3/2013 10:01 14
3469 High.Pre Pos.Change Pos.Change 12/3/2013 10:01 14
3470 Low.Pre Pos.Change Pos.Change 12/3/2013 10:01 14
3471 High.Pre Pos.Change Pos.Change 12/3/2013 10:01 14
3472 High.Pre Pos.Change Pos.Change 12/3/2013 10:02 14
3473 High.Pre Pos.Change Pos.Change 12/3/2013 10:02 14
3474 High.Pre Pos.Change Pos.Change 12/3/2013 10:02 14
3475 Low.Pre Pos.Change Pos.Change 12/3/2013 10:03 14
3476 High.Pre Pos.Change Pos.Change 12/3/2013 10:03 14
3477 High.Pre Pos.Change Pos.Change 12/3/2013 10:05 14
3478 High.Pre Pos.Change Pos.Change 12/3/2013 10:05 14
3479 Low.Pre Pos.Change Pos.Change 12/3/2013 10:06 14
3480 High.Pre Pos.Change Pos.Change 12/3/2013 10:06 14
3481 High.Pre Pos.Change Pos.Change 12/3/2013 10:06 14
3482 High.Pre Pos.Change Pos.Change 12/3/2013 10:07 14
3483 High.Pre Pos.Change Pos.Change 12/3/2013 10:07 14
3484 High.Pre Pos.Change Pos.Change 12/3/2013 10:08 14
3485 High.Pre Pos.Change Pos.Change 12/3/2013 10:08 14
3486 High.Pre Pos.Change Pos.Change 12/3/2013 10:08 14
3487 Low.Pre Pos.Change Pos.Change 12/3/2013 10:09 14
3488 High.Pre Pos.Change Pos.Change 12/3/2013 10:11 14
3489 High.Pre Pos.Change Pos.Change 12/3/2013 10:11 14
3490 High.Pre Pos.Change Pos.Change 12/3/2013 10:12 14
3491 High.Pre Pos.Change Pos.Change 12/3/2013 10:12 14
3492 High.Pre Pos.Change Pos.Change 12/5/2013 9:02 16
3493 High.Pre Pos.Change Pos.Change 12/5/2013 9:21 16
3494 High.Pre Pos.Change Pos.Change 12/5/2013 9:28 16
3495 High.Pre Pos.Change Pos.Change 12/5/2013 9:30 16
3496 High.Pre Pos.Change Pos.Change 12/5/2013 9:34 16
3497 High.Pre Pos.Change Pos.Change 12/9/2013 8:55 16
3498 High.Pre Pos.Change Pos.Change 12/9/2013 8:55 16
3499 High.Pre Pos.Change Pos.Change 12/9/2013 21:26 16
3500 High.Pre Pos.Change Pos.Change 11/26/2013 9:27 12
3501 Low.Pre Pos.Change Pos.Change 11/26/2013 9:27 12
3502 Low.Pre Pos.Change Pos.Change 11/26/2013 9:27 12
3503 Low.Pre Pos.Change Pos.Change 11/26/2013 9:28 12
3504 Low.Pre Pos.Change Pos.Change 11/26/2013 9:28 12
3505 Low.Pre Pos.Change Pos.Change 11/26/2013 9:28 12
3506 Low.Pre Pos.Change Pos.Change 11/26/2013 9:28 12
3507 Low.Pre Pos.Change Pos.Change 11/26/2013 9:31 12
3508 Low.Pre Pos.Change Pos.Change 11/26/2013 9:32 12
3509 Low.Pre Pos.Change Pos.Change 11/26/2013 9:33 12
3510 Low.Pre Pos.Change Pos.Change 11/26/2013 9:33 12
3511 Low.Pre Pos.Change Pos.Change 11/26/2013 9:35 12
3512 High.Pre Pos.Change Pos.Change 11/26/2013 9:36 12
3513 Low.Pre Pos.Change Pos.Change 11/26/2013 9:36 12
3514 High.Pre Pos.Change Pos.Change 11/26/2013 9:37 12
3515 Low.Pre Pos.Change Pos.Change 11/26/2013 9:37 12
3516 High.Pre Pos.Change Pos.Change 11/26/2013 9:38 12
3517 Low.Pre Pos.Change Pos.Change 11/26/2013 9:41 12
3518 Low.Pre Pos.Change Pos.Change 11/26/2013 9:41 12
3519 High.Pre Pos.Change Pos.Change 11/26/2013 9:42 12
3520 High.Pre Pos.Change Pos.Change 11/26/2013 9:42 12
3521 Low.Pre Pos.Change Pos.Change 11/26/2013 9:42 12
3522 Low.Pre Pos.Change Pos.Change 11/26/2013 9:43 12
3523 Low.Pre Pos.Change Pos.Change 11/26/2013 9:44 12
3524 Low.Pre Pos.Change Pos.Change 11/26/2013 9:44 12
3525 Low.Pre Pos.Change Pos.Change 11/26/2013 9:45 12
3526 Low.Pre Pos.Change Pos.Change 11/26/2013 9:45 12
3527 High.Pre Pos.Change Pos.Change 11/26/2013 9:46 12
3528 Low.Pre Pos.Change Pos.Change 11/26/2013 9:46 12
3529 Low.Pre Pos.Change Pos.Change 11/26/2013 9:46 12
3530 Low.Pre Pos.Change Pos.Change 11/26/2013 9:46 12
3531 Low.Pre Pos.Change Pos.Change 11/26/2013 9:47 12
3532 Low.Pre Pos.Change Pos.Change 11/26/2013 9:48 12
3533 Low.Pre Pos.Change Pos.Change 11/26/2013 9:49 12
3534 Low.Pre Pos.Change Pos.Change 11/26/2013 9:49 12
3535 High.Pre Pos.Change Pos.Change 11/26/2013 9:50 12
3536 Low.Pre Pos.Change Pos.Change 11/26/2013 9:50 12
3537 Low.Pre Pos.Change Pos.Change 11/26/2013 9:51 12
3538 Low.Pre Pos.Change Pos.Change 11/26/2013 9:52 12
3539 Low.Pre Pos.Change Pos.Change 11/26/2013 9:53 12
3540 Low.Pre Pos.Change Pos.Change 11/26/2013 9:53 12
3541 High.Pre Pos.Change Pos.Change 11/26/2013 9:54 12
3542 High.Pre Pos.Change Pos.Change 11/26/2013 9:54 12
3543 Low.Pre Pos.Change Pos.Change 11/26/2013 9:54 12
3544 High.Pre Pos.Change Pos.Change 11/26/2013 9:55 12
3545 High.Pre Pos.Change Pos.Change 11/26/2013 9:55 12
3546 High.Pre Pos.Change Pos.Change 11/26/2013 9:55 12
3547 Low.Pre Pos.Change Pos.Change 11/26/2013 9:56 12
3548 Low.Pre Pos.Change Pos.Change 11/26/2013 9:56 12
3549 Low.Pre Pos.Change Pos.Change 11/26/2013 9:56 12
3550 Low.Pre Pos.Change Pos.Change 11/26/2013 9:57 12
3551 Low.Pre Pos.Change Pos.Change 11/26/2013 9:58 12
3552 Low.Pre Pos.Change Pos.Change 11/26/2013 9:58 12
3553 Low.Pre Pos.Change Pos.Change 11/26/2013 9:59 12
3554 Low.Pre Pos.Change Pos.Change 11/26/2013 10:00 12
3555 Low.Pre Pos.Change Pos.Change 11/26/2013 10:00 12
3556 Low.Pre Pos.Change Pos.Change 11/26/2013 10:00 12
3557 Low.Pre Pos.Change Pos.Change 11/26/2013 10:01 12
3558 Low.Pre Pos.Change Pos.Change 11/26/2013 10:01 12
3559 Low.Pre Pos.Change Pos.Change 11/26/2013 10:02 12
3560 Low.Pre Pos.Change Pos.Change 11/26/2013 10:03 12
3561 Low.Pre Pos.Change Pos.Change 11/26/2013 10:03 12
3562 Low.Pre Pos.Change Pos.Change 11/26/2013 10:04 12
3563 Low.Pre Pos.Change Pos.Change 11/26/2013 10:04 12
3564 Low.Pre Pos.Change Pos.Change 11/26/2013 10:04 12
3565 High.Pre Pos.Change Pos.Change 11/26/2013 10:07 12
3566 Low.Pre Pos.Change Pos.Change 11/26/2013 10:07 12
3567 Low.Pre Pos.Change Pos.Change 11/26/2013 10:08 12
3568 Low.Pre Pos.Change Pos.Change 11/26/2013 10:08 12
3569 Low.Pre Pos.Change Pos.Change 11/26/2013 10:09 12
3570 Low.Pre Pos.Change Pos.Change 11/26/2013 10:09 12
3571 Low.Pre Pos.Change Pos.Change 11/26/2013 10:10 12
3572 Low.Pre Pos.Change Pos.Change 11/26/2013 10:10 12
3573 Low.Pre Pos.Change Pos.Change 11/26/2013 10:10 12
3574 Low.Pre Pos.Change Pos.Change 11/26/2013 10:10 12
3575 Low.Pre Pos.Change Pos.Change 11/26/2013 10:11 12
3576 Low.Pre Pos.Change Pos.Change 11/26/2013 10:11 12
3577 Low.Pre Pos.Change Pos.Change 11/26/2013 10:11 12
3578 Low.Pre Pos.Change Pos.Change 11/26/2013 10:13 12
3579 Low.Pre Pos.Change Pos.Change 11/26/2013 10:13 12
3580 Low.Pre Pos.Change Pos.Change 11/26/2013 10:14 12
3581 Low.Pre Pos.Change Pos.Change 11/26/2013 10:15 12
3582 Low.Pre Pos.Change Pos.Change 11/26/2013 10:15 12
3583 Low.Pre Pos.Change Pos.Change 11/26/2013 10:16 12
3584 Low.Pre Pos.Change Pos.Change 11/26/2013 10:17 12
3585 Low.Pre Pos.Change Pos.Change 11/26/2013 10:17 12
3586 Low.Pre Pos.Change Pos.Change 11/26/2013 10:18 12
3587 Low.Pre Pos.Change Pos.Change 11/26/2013 10:19 12
3588 Low.Pre Pos.Change Pos.Change 11/26/2013 10:22 12
3589 Low.Pre Pos.Change Pos.Change 11/26/2013 10:22 12
3590 Low.Pre Pos.Change Pos.Change 11/26/2013 10:22 12
3591 High.Pre Pos.Change Pos.Change 12/3/2013 9:58 14
3592 Low.Pre Pos.Change Pos.Change 12/3/2013 9:58 14
3593 Low.Pre Pos.Change Pos.Change 12/3/2013 9:59 14
3594 Low.Pre Pos.Change Pos.Change 12/3/2013 10:00 14
3595 High.Pre Pos.Change Pos.Change 12/3/2013 10:01 14
3596 Low.Pre Pos.Change Pos.Change 12/3/2013 10:01 14
3597 Low.Pre Pos.Change Pos.Change 12/3/2013 10:01 14
3598 High.Pre Pos.Change Pos.Change 12/3/2013 10:03 14
3599 Low.Pre Pos.Change Pos.Change 12/3/2013 10:03 14
3600 Low.Pre Pos.Change Pos.Change 12/3/2013 10:04 14
3601 Low.Pre Pos.Change Pos.Change 12/3/2013 10:05 14
3602 High.Pre Pos.Change Pos.Change 12/3/2013 10:06 14
3603 Low.Pre Pos.Change Pos.Change 12/3/2013 10:06 14
3604 Low.Pre Pos.Change Pos.Change 12/3/2013 10:06 14
3605 Low.Pre Pos.Change Pos.Change 12/3/2013 10:06 14
3606 High.Pre Pos.Change Pos.Change 12/3/2013 10:07 14
3607 Low.Pre Pos.Change Pos.Change 12/3/2013 10:07 14
3608 Low.Pre Pos.Change Pos.Change 12/3/2013 10:07 14
3609 High.Pre Pos.Change Pos.Change 12/3/2013 10:08 14
3610 Low.Pre Pos.Change Pos.Change 12/3/2013 10:08 14
3611 High.Pre Pos.Change Pos.Change 12/5/2013 9:27 15
3612 #N/A #N/A #N/A 11/26/2013 9:25 12
3613 High.Pre No.Change Neg.Change 11/26/2013 9:27 12
3614 High.Pre Pos.Change Pos.Change 11/26/2013 9:28 12
3615 Low.Pre No.Change Neg.Change 11/26/2013 9:30 12
3616 Low.Pre No.Change Neg.Change 11/26/2013 9:30 12
3617 High.Pre No.Change Neg.Change 11/26/2013 9:31 12
3618 #N/A #N/A #N/A 11/26/2013 9:32 12
3619 High.Pre Pos.Change Pos.Change 11/26/2013 9:32 12
3620 #N/A #N/A #N/A 11/26/2013 9:33 12
3621 Low.Pre No.Change Neg.Change 11/26/2013 9:33 12
3622 Low.Pre No.Change Neg.Change 11/26/2013 9:34 12
3623 High.Pre No.Change Neg.Change 11/26/2013 9:34 12
3624 High.Pre Pos.Change Pos.Change 11/26/2013 9:34 12
3625 #N/A #N/A #N/A 11/26/2013 9:35 12
3626 #N/A #N/A #N/A 11/26/2013 9:36 12
3627 High.Pre No.Change Neg.Change 11/26/2013 9:36 12
3628 High.Pre No.Change Neg.Change 11/26/2013 9:36 12
3629 High.Pre Pos.Change Pos.Change 11/26/2013 9:36 12
3630 #N/A #N/A #N/A 11/26/2013 9:37 12
3631 Low.Pre No.Change Neg.Change 11/26/2013 9:37 12
3632 High.Pre No.Change Pos.Change 11/26/2013 9:38 12
3633 High.Pre No.Change Neg.Change 11/26/2013 9:39 12
3634 High.Pre No.Change Pos.Change 11/26/2013 9:39 12
3635 High.Pre Pos.Change Pos.Change 11/26/2013 9:39 12
3636 High.Pre No.Change Pos.Change 11/26/2013 9:41 12
3637 #N/A #N/A #N/A 11/26/2013 9:41 12
3638 Low.Pre No.Change Neg.Change 11/26/2013 9:42 12
3639 #N/A #N/A #N/A 11/26/2013 9:43 12
3640 High.Pre Pos.Change Pos.Change 11/26/2013 9:43 12
3641 High.Pre No.Change Pos.Change 11/26/2013 9:44 12
3642 #N/A #N/A #N/A 11/26/2013 9:45 12
3643 High.Pre No.Change Neg.Change 11/26/2013 9:46 12
3644 High.Pre No.Change Pos.Change 11/26/2013 9:47 12
3645 High.Pre Pos.Change Pos.Change 11/26/2013 9:48 12
3646 Low.Pre No.Change Neg.Change 11/26/2013 9:49 12
3647 #N/A #N/A #N/A 11/26/2013 9:50 12
3648 High.Pre No.Change Neg.Change 11/26/2013 9:50 12
3649 High.Pre No.Change Pos.Change 11/26/2013 9:50 12
3650 High.Pre Pos.Change Pos.Change 11/26/2013 9:50 12
3651 High.Pre No.Change Pos.Change 11/26/2013 9:53 12
3652 Low.Pre No.Change Neg.Change 11/26/2013 9:56 12
3653 High.Pre Pos.Change Pos.Change 11/26/2013 9:56 12
3654 High.Pre No.Change Pos.Change 11/26/2013 9:57 12
3655 High.Pre No.Change Neg.Change 11/26/2013 9:59 12
3656 High.Pre Pos.Change Pos.Change 11/26/2013 9:59 12
3657 #N/A #N/A #N/A 11/26/2013 10:01 12
3658 #N/A #N/A #N/A 11/26/2013 10:02 12
3659 High.Pre No.Change Pos.Change 11/26/2013 10:03 12
3660 High.Pre No.Change Pos.Change 11/26/2013 10:03 12
3661 High.Pre Pos.Change Pos.Change 11/26/2013 10:04 12
3662 High.Pre Pos.Change Pos.Change 11/26/2013 10:05 12
3663 #N/A #N/A #N/A 11/26/2013 10:07 12
3664 High.Pre Pos.Change Pos.Change 11/26/2013 10:08 12
3665 #N/A #N/A #N/A 11/26/2013 10:10 12
3666 #N/A #N/A #N/A 11/26/2013 10:11 12
3667 Low.Pre No.Change Neg.Change 11/26/2013 10:11 12
3668 #N/A #N/A #N/A 12/3/2013 9:39 12
3669 #N/A #N/A #N/A 12/3/2013 9:45 12
3670 #N/A #N/A #N/A 12/3/2013 9:48 12
3671 #N/A #N/A #N/A 12/3/2013 10:05 12
3672 High.Pre Pos.Change Pos.Change 12/3/2013 10:05 13
3673 #N/A #N/A #N/A 12/3/2013 10:06 12
3674 #N/A #N/A #N/A 12/3/2013 10:06 12
3675 High.Pre Pos.Change Pos.Change 12/3/2013 10:06 13
3676 Low.Pre No.Change Neg.Change 12/3/2013 10:06 14
3677 High.Pre No.Change Neg.Change 12/3/2013 10:06 14
3678 High.Pre No.Change Neg.Change 12/3/2013 10:07 14
3679 Low.Pre No.Change Neg.Change 12/3/2013 10:08 14
3680 High.Pre No.Change Pos.Change 12/3/2013 10:08 14
3681 Low.Pre No.Change Neg.Change 12/3/2013 10:09 14
3682 High.Pre No.Change Pos.Change 12/3/2013 10:09 14
3683 High.Pre No.Change Pos.Change 12/3/2013 10:09 14
3684 High.Pre Pos.Change Pos.Change 12/3/2013 10:09 14
3685 #N/A #N/A #N/A 12/3/2013 10:11 12
3686 High.Pre Pos.Change Pos.Change 12/3/2013 10:12 14
3687 #N/A #N/A #N/A 12/3/2013 10:13 12
3688 High.Pre No.Change Pos.Change 12/3/2013 10:13 14
3689 #N/A #N/A #N/A 12/3/2013 10:14 12
3690 High.Pre No.Change Neg.Change 12/3/2013 10:14 14
3691 High.Pre No.Change Neg.Change 12/3/2013 10:14 14
3692 High.Pre Pos.Change Pos.Change 12/3/2013 10:14 14
3693 #N/A #N/A #N/A 12/3/2013 10:15 12
3694 Low.Pre No.Change Neg.Change 12/3/2013 10:15 14
3695 High.Pre No.Change Pos.Change 12/3/2013 10:15 14
3696 High.Pre Pos.Change Pos.Change 12/3/2013 10:15 14
3697 High.Pre Pos.Change Pos.Change 12/3/2013 10:16 14
3698 High.Pre No.Change Neg.Change 12/3/2013 10:16 14
3699 High.Pre Pos.Change Pos.Change 12/3/2013 10:17 14
3700 #N/A #N/A #N/A 12/3/2013 10:18 12
3701 High.Pre No.Change Neg.Change 12/3/2013 10:18 14
3702 High.Pre No.Change Pos.Change 12/3/2013 10:19 14
3703 Low.Pre No.Change Neg.Change 12/3/2013 10:20 14
3704 Low.Pre No.Change Neg.Change 12/3/2013 10:20 14
3705 High.Pre Pos.Change Pos.Change 12/3/2013 10:20 14
3706 Low.Pre Pos.Change Pos.Change 11/26/2013 9:25 12
3707 Low.Pre Pos.Change Pos.Change 11/26/2013 9:25 12
3708 Low.Pre Pos.Change Pos.Change 11/26/2013 9:25 12
3709 Low.Pre Pos.Change Pos.Change 11/26/2013 9:32 12
3710 Low.Pre Pos.Change Pos.Change 11/26/2013 9:32 12
3711 Low.Pre Pos.Change Pos.Change 11/26/2013 9:33 12
3712 Low.Pre Pos.Change Pos.Change 11/26/2013 9:37 12
3713 Low.Pre Pos.Change Pos.Change 11/26/2013 9:39 12
3714 Low.Pre Pos.Change Pos.Change 11/26/2013 9:39 12
3715 Low.Pre Pos.Change Pos.Change 11/26/2013 9:40 12
3716 Low.Pre Pos.Change Pos.Change 11/26/2013 9:40 12
3717 Low.Pre Pos.Change Pos.Change 11/26/2013 9:40 12
3718 Low.Pre Pos.Change Pos.Change 11/26/2013 9:41 12
3719 Low.Pre Pos.Change Pos.Change 11/26/2013 9:42 12
3720 Low.Pre Pos.Change Pos.Change 11/26/2013 9:43 12
3721 Low.Pre Pos.Change Pos.Change 11/26/2013 9:43 12
3722 Low.Pre Pos.Change Pos.Change 11/26/2013 9:43 12
3723 Low.Pre Pos.Change Pos.Change 11/26/2013 9:44 12
3724 Low.Pre Pos.Change Pos.Change 11/26/2013 9:44 12
3725 Low.Pre Pos.Change Pos.Change 11/26/2013 9:44 12
3726 Low.Pre Pos.Change Pos.Change 11/26/2013 9:48 12
3727 Low.Pre Pos.Change Pos.Change 11/26/2013 9:49 12
3728 Low.Pre Pos.Change Pos.Change 11/26/2013 9:49 12
3729 Low.Pre Pos.Change Pos.Change 11/26/2013 9:49 12
3730 Low.Pre Pos.Change Pos.Change 11/26/2013 9:49 12
3731 Low.Pre Pos.Change Pos.Change 11/26/2013 9:49 12
3732 Low.Pre Pos.Change Pos.Change 11/26/2013 9:50 12
3733 Low.Pre Pos.Change Pos.Change 11/26/2013 9:51 12
3734 Low.Pre Pos.Change Pos.Change 11/26/2013 9:51 12
3735 Low.Pre Pos.Change Pos.Change 11/26/2013 9:52 12
3736 Low.Pre Pos.Change Pos.Change 11/26/2013 9:52 12
3737 Low.Pre Pos.Change Pos.Change 11/26/2013 9:53 12
3738 Low.Pre Pos.Change Pos.Change 11/26/2013 9:53 12
3739 Low.Pre Pos.Change Pos.Change 11/26/2013 9:53 12
3740 Low.Pre Pos.Change Pos.Change 11/26/2013 9:54 12
3741 Low.Pre Pos.Change Pos.Change 11/26/2013 9:54 12
3742 Low.Pre Pos.Change Pos.Change 11/26/2013 9:55 12
3743 Low.Pre Pos.Change Pos.Change 11/26/2013 9:56 12
3744 Low.Pre Pos.Change Pos.Change 11/26/2013 10:01 12
3745 Low.Pre Pos.Change Pos.Change 11/26/2013 10:03 12
3746 Low.Pre Pos.Change Pos.Change 11/26/2013 10:03 12
3747 Low.Pre Pos.Change Pos.Change 11/26/2013 10:03 12
3748 Low.Pre Pos.Change Pos.Change 11/26/2013 10:03 12
3749 Low.Pre Pos.Change Pos.Change 11/26/2013 10:04 12
3750 Low.Pre Pos.Change Pos.Change 11/26/2013 10:05 12
3751 Low.Pre Pos.Change Pos.Change 11/26/2013 10:05 12
3752 Low.Pre Pos.Change Pos.Change 11/26/2013 10:07 12
3753 Low.Pre Pos.Change Pos.Change 11/26/2013 12:45 12
3754 Low.Pre Pos.Change Pos.Change 12/3/2013 9:34 13
3755 Low.Pre Pos.Change Pos.Change 12/3/2013 9:37 13
3756 Low.Pre Pos.Change Pos.Change 12/3/2013 9:54 13
3757 Low.Pre Pos.Change Pos.Change 12/3/2013 10:07 13
3758 Low.Pre Pos.Change Pos.Change 12/3/2013 10:08 13
3759 Low.Pre Pos.Change Pos.Change 12/3/2013 10:08 13
3760 Low.Pre Pos.Change Pos.Change 12/3/2013 10:10 13
3761 Low.Pre Pos.Change Pos.Change 12/3/2013 10:10 14
3762 Low.Pre Pos.Change Pos.Change 12/3/2013 10:10 14
3763 Low.Pre Pos.Change Pos.Change 12/3/2013 10:10 14
3764 Low.Pre Pos.Change Pos.Change 12/3/2013 10:10 14
3765 Low.Pre Pos.Change Pos.Change 12/3/2013 10:10 14
3766 Low.Pre Pos.Change Pos.Change 12/3/2013 10:11 14
3767 Low.Pre Pos.Change Pos.Change 12/3/2013 10:12 14
3768 Low.Pre Pos.Change Pos.Change 12/3/2013 10:12 14
3769 Low.Pre Pos.Change Pos.Change 12/3/2013 10:12 14
3770 Low.Pre Pos.Change Pos.Change 12/3/2013 10:13 14
3771 Low.Pre Pos.Change Pos.Change 12/3/2013 10:14 14
3772 Low.Pre Pos.Change Pos.Change 12/3/2013 10:14 14
3773 Low.Pre Pos.Change Pos.Change 12/3/2013 10:15 14
3774 Low.Pre Pos.Change Pos.Change 12/3/2013 10:15 14
3775 Low.Pre Pos.Change Pos.Change 12/3/2013 10:15 14
3776 Low.Pre Pos.Change Pos.Change 12/3/2013 10:16 14
3777 Low.Pre Pos.Change Pos.Change 12/3/2013 10:16 14
3778 Low.Pre Pos.Change Pos.Change 12/3/2013 10:16 14
3779 Low.Pre Pos.Change Pos.Change 12/3/2013 10:17 14
3780 Low.Pre Pos.Change Pos.Change 12/3/2013 10:18 14
3781 Low.Pre Pos.Change Pos.Change 12/3/2013 10:19 14
3782 Low.Pre Pos.Change Pos.Change 12/3/2013 10:20 14
3783 Low.Pre Pos.Change Pos.Change 12/3/2013 10:20 14
3784 Low.Pre Pos.Change Pos.Change 12/3/2013 13:08 12
3785 Low.Pre Pos.Change Pos.Change 12/5/2013 9:39 14
3786 Low.Pre Pos.Change Pos.Change 12/5/2013 9:39 15
3787 Low.Pre Pos.Change Pos.Change 12/5/2013 9:39 15
3788 Low.Pre Pos.Change Pos.Change 12/5/2013 9:39 15
3789 Low.Pre Pos.Change Pos.Change 12/5/2013 9:40 14
3790 Low.Pre Pos.Change Pos.Change 12/5/2013 9:42 14
3791 Low.Pre Pos.Change Pos.Change 12/5/2013 9:42 15
3792 Low.Pre Pos.Change Pos.Change 12/5/2013 9:42 15
3793 Low.Pre Pos.Change Pos.Change 12/5/2013 9:45 14
3794 Low.Pre Pos.Change Pos.Change 12/5/2013 9:45 14
3795 Low.Pre Pos.Change Pos.Change 12/5/2013 9:45 14
3796 Low.Pre Pos.Change Pos.Change 12/5/2013 9:45 16
3797 Low.Pre Pos.Change Pos.Change 12/5/2013 9:45 16
3798 Low.Pre Pos.Change Pos.Change 12/5/2013 9:51 15
3799 Low.Pre Pos.Change Pos.Change 12/5/2013 10:10 15
3800 Low.Pre Pos.Change Pos.Change 12/12/2013 9:35 16
3801 Low.Pre Pos.Change Pos.Change 12/12/2013 9:36 16
3802 Low.Pre Pos.Change Pos.Change 12/12/2013 9:40 16
3803 Low.Pre Pos.Change Pos.Change 12/12/2013 9:44 16
3804 Low.Pre Pos.Change Pos.Change 12/12/2013 9:44 16
3805 Low.Pre Pos.Change Pos.Change 12/12/2013 9:44 17
3806 Low.Pre Pos.Change Pos.Change 12/12/2013 9:44 17
3807 Low.Pre Pos.Change Pos.Change 12/12/2013 9:45 17
3808 Low.Pre Pos.Change Pos.Change 12/12/2013 9:45 17
3809 Low.Pre Pos.Change Pos.Change 12/12/2013 9:46 16
3810 Low.Pre Pos.Change Pos.Change 12/12/2013 9:54 16
3811 Low.Pre Pos.Change Pos.Change 12/12/2013 9:56 16
3812 Low.Pre Pos.Change Pos.Change 12/12/2013 10:04 17
3813 Low.Pre Pos.Change Pos.Change 12/12/2013 10:04 17
3814 Low.Pre Pos.Change Pos.Change 12/12/2013 10:05 17
3815 Low.Pre Pos.Change Pos.Change 12/12/2013 10:06 17
3816 Low.Pre Pos.Change Pos.Change 12/12/2013 10:06 17
3817 Low.Pre Pos.Change Pos.Change 12/12/2013 10:07 17
3818 Low.Pre Pos.Change Pos.Change 12/12/2013 10:07 17
3819 Low.Pre Pos.Change Pos.Change 12/12/2013 10:12 17
3820 Low.Pre Pos.Change Pos.Change 12/12/2013 10:12 17
3821 Low.Pre Pos.Change Pos.Change 12/12/2013 10:12 17
3822 Low.Pre Pos.Change Pos.Change 12/12/2013 10:13 17
3823 Low.Pre Pos.Change Pos.Change 12/12/2013 10:13 17
3824 Low.Pre Pos.Change Pos.Change 12/13/2013 11:20 17
GroupName GameHalf GameDay
1 Electric First 1
2 Electric First 1
3 Electric First 1
4 Electric First 1
5 Electric First 1
6 Electric First 3
7 Electric First 3
8 Electric First 3
9 Electric First 3
10 Electric First 3
11 Electric First 3
12 Electric First 3
13 Electric First 3
14 Electric First 7
15 Electric First 8
16 Electric First 8
17 Electric First 8
18 Electric First 8
19 Electric First 8
20 Electric First 8
21 Electric First 8
22 Electric First 8
23 Electric First 8
24 Electric First 8
25 Electric First 8
26 Electric First 8
27 Electric First 8
28 Electric First 8
29 Electric First 8
30 Electric First 8
31 Electric First 8
32 Electric First 8
33 Electric First 8
34 Electric First 8
35 Electric First 8
36 Electric First 8
37 Electric First 8
38 Electric First 8
39 Electric First 8
40 Electric First 8
41 Electric First 8
42 Electric First 8
43 Electric First 15
44 Electric First 15
45 Electric First 15
46 Electric First 15
47 Electric First 15
48 Electric First 15
49 Electric First 15
50 Electric First 15
51 Electric First 15
52 Electric First 15
53 Electric First 15
54 Electric First 15
55 Electric First 15
56 Electric First 15
57 Electric First 15
58 Electric First 15
59 Electric First 15
60 Electric First 15
61 Electric First 15
62 Electric First 15
63 Electric First 15
64 Electric First 15
65 Electric First 15
66 Electric First 15
67 Electric First 15
68 Electric First 15
69 Electric First 15
70 Electric First 15
71 Electric First 15
72 Electric First 15
73 Electric First 15
74 Electric First 15
75 Electric First 15
76 Electric First 15
77 Electric First 15
78 Electric First 15
79 Electric First 15
80 Electric First 15
81 Electric First 15
82 Electric First 15
83 Electric First 15
84 Electric First 15
85 Electric First 15
86 Electric First 15
87 Electric First 15
88 Electric First 15
89 Electric First 15
90 Electric First 15
91 Electric First 17
92 Electric First 17
93 Electric First 17
94 Electric First 17
95 Electric First 17
96 Electric First 17
97 Electric First 17
98 Electric First 17
99 Electric First 17
100 Electric First 17
101 Electric First 17
102 Electric First 17
103 Electric First 17
104 Electric First 17
105 Electric First 17
106 Electric First 17
107 Electric First 17
108 Electric First 17
109 Electric First 17
110 Electric First 17
111 Electric First 17
112 Electric First 17
113 Electric First 17
114 Electric First 17
115 Electric First 17
116 Electric First 22
117 Electric First 22
118 Electric First 22
119 Electric First 22
120 Electric First 22
121 Electric First 22
122 Electric First 22
123 Electric First 22
124 Electric First 22
125 Electric First 22
126 Electric First 22
127 Electric First 22
128 Electric First 22
129 Electric First 22
130 Electric First 22
131 Electric First 22
132 Electric First 22
133 Electric First 22
134 Electric First 22
135 Electric First 22
136 Electric First 22
137 Electric First 22
138 Electric First 22
139 Electric First 22
140 Electric First 22
141 Electric First 22
142 Electric First 22
143 Electric First 22
144 Electric First 22
145 Electric First 22
146 Electric First 22
147 Electric First 22
148 Electric First 22
149 Electric First 22
150 Electric First 22
151 Electric First 22
152 Electric First 22
153 Electric First 22
154 Electric First 22
155 Electric First 22
156 Electric First 22
157 Electric First 22
158 Electric First 22
159 Electric First 22
160 Electric First 22
161 Electric First 22
162 Electric First 22
163 Electric First 22
164 Electric First 22
165 Electric First 22
166 Electric First 22
167 Electric First 22
168 Electric First 22
169 Electric First 22
170 Electric First 22
171 Electric First 22
172 Electric First 22
173 Electric First 22
174 Electric First 22
175 Electric First 22
176 Electric First 22
177 Electric First 22
178 Electric First 22
179 Electric First 22
180 Electric First 22
181 Electric First 22
182 Electric First 22
183 Electric First 22
184 Electric First 22
185 Electric First 22
186 Electric First 22
187 Electric First 22
188 Electric First 22
189 Electric First 22
190 Electric First 22
191 Electric First 22
192 Electric First 22
193 Electric First 22
194 Electric First 22
195 Electric First 22
196 Electric First 22
197 Electric First 22
198 Electric First 22
199 Electric First 22
200 Electric First 22
201 Electric First 22
202 Electric First 22
203 Electric First 22
204 Electric First 22
205 Electric First 22
206 Electric First 22
207 Electric First 22
208 Electric First 22
209 Electric First 22
210 Electric First 22
211 Electric First 22
212 Electric First 22
213 Electric First 22
214 Electric First 22
215 Electric First 22
216 Electric First 22
217 Electric First 22
218 Electric First 22
219 Electric First 22
220 Electric First 22
221 Electric First 22
222 Electric First 22
223 Electric First 22
224 Electric First 22
225 Electric First 22
226 Electric First 22
227 Electric First 22
228 Electric First 22
229 Electric First 22
230 Electric First 22
231 Electric First 22
232 Electric First 23
233 Electric First 23
234 Electric First 23
235 Electric First 23
236 Electric First 24
237 Electric First 24
238 Electric First 24
239 Electric First 24
240 Electric First 24
241 Electric First 24
242 Electric First 24
243 Electric First 24
244 Electric First 24
245 Electric First 24
246 Electric First 24
247 Electric First 24
248 Electric First 24
249 Electric First 24
250 Electric First 24
251 Electric First 24
252 Electric First 24
253 Electric First 24
254 Electric First 24
255 Electric First 24
256 Electric First 24
257 Electric First 24
258 Electric First 24
259 Electric First 24
260 Electric First 24
261 Electric First 24
262 Electric First 24
263 Electric First 24
264 Electric First 24
265 Electric First 24
266 Electric First 24
267 Electric First 24
268 Electric First 24
269 Electric First 24
270 Electric First 24
271 Electric First 24
272 Electric First 24
273 Electric First 24
274 Electric First 24
275 Electric First 24
276 Electric First 24
277 Electric First 24
278 Electric First 24
279 Electric First 24
280 Electric First 24
281 Electric First 24
282 Electric First 29
283 Electric First 29
284 Electric First 29
285 Electric First 29
286 Electric First 29
287 Electric First 29
288 Electric First 29
289 Electric First 29
290 Electric First 29
291 Electric First 29
292 Electric First 29
293 Electric First 29
294 Electric First 29
295 Electric First 29
296 Electric First 29
297 Electric First 29
298 Electric First 29
299 Hydraulic First 1
300 Hydraulic First 1
301 Hydraulic First 1
302 Hydraulic First 1
303 Hydraulic First 1
304 Hydraulic First 1
305 Hydraulic First 3
306 Hydraulic First 7
307 Hydraulic First 8
308 Hydraulic First 8
309 Hydraulic First 8
310 Hydraulic First 8
311 Hydraulic First 8
312 Hydraulic First 8
313 Hydraulic First 8
314 Hydraulic First 8
315 Hydraulic First 8
316 Hydraulic First 8
317 Hydraulic First 8
318 Hydraulic First 8
319 Hydraulic First 8
320 Hydraulic First 8
321 Hydraulic First 8
322 Hydraulic First 8
323 Hydraulic First 8
324 Hydraulic First 8
325 Hydraulic First 8
326 Hydraulic First 8
327 Hydraulic First 8
328 Hydraulic First 11
329 Hydraulic First 12
330 Hydraulic First 13
331 Hydraulic First 15
332 Hydraulic First 15
333 Hydraulic First 15
334 Hydraulic First 15
335 Hydraulic First 15
336 Hydraulic First 15
337 Hydraulic First 15
338 Hydraulic First 15
339 Hydraulic First 15
340 Hydraulic First 15
341 Hydraulic First 15
342 Hydraulic First 15
343 Hydraulic First 15
344 Hydraulic First 15
345 Hydraulic First 15
346 Hydraulic First 15
347 Hydraulic First 15
348 Hydraulic First 15
349 Hydraulic First 15
350 Hydraulic First 15
351 Hydraulic First 15
352 Hydraulic First 15
353 Hydraulic First 15
354 Hydraulic First 15
355 Hydraulic First 15
356 Hydraulic First 15
357 Hydraulic First 15
358 Hydraulic First 15
359 Hydraulic First 15
360 Hydraulic First 15
361 Hydraulic First 15
362 Hydraulic First 15
363 Hydraulic First 15
364 Hydraulic First 15
365 Hydraulic First 15
366 Hydraulic First 15
367 Hydraulic First 15
368 Hydraulic First 15
369 Hydraulic First 15
370 Hydraulic First 15
371 Hydraulic First 16
372 Hydraulic First 17
373 Hydraulic First 17
374 Hydraulic First 17
375 Hydraulic First 17
376 Hydraulic First 17
377 Hydraulic First 17
378 Hydraulic First 17
379 Hydraulic First 17
380 Hydraulic First 17
381 Hydraulic First 17
382 Hydraulic First 17
383 Hydraulic First 22
384 Hydraulic First 22
385 Hydraulic First 22
386 Hydraulic First 22
387 Hydraulic First 22
388 Hydraulic First 22
389 Hydraulic First 22
390 Hydraulic First 22
391 Hydraulic First 22
392 Hydraulic First 22
393 Hydraulic First 22
394 Hydraulic First 22
395 Hydraulic First 22
396 Hydraulic First 22
397 Hydraulic First 22
398 Hydraulic First 22
399 Hydraulic First 22
400 Hydraulic First 22
401 Hydraulic First 22
402 Hydraulic First 22
403 Hydraulic First 22
404 Hydraulic First 22
405 Hydraulic First 22
406 Hydraulic First 22
407 Hydraulic First 22
408 Hydraulic First 22
409 Hydraulic First 22
410 Hydraulic First 22
411 Hydraulic First 22
412 Hydraulic First 22
413 Hydraulic First 22
414 Hydraulic First 22
415 Hydraulic First 22
416 Hydraulic First 22
417 Hydraulic First 22
418 Hydraulic First 22
419 Hydraulic First 22
420 Hydraulic First 22
421 Hydraulic First 22
422 Hydraulic First 23
423 Hydraulic First 23
424 Hydraulic First 24
425 Hydraulic First 24
426 Hydraulic First 24
427 Hydraulic First 24
428 Hydraulic First 24
429 Hydraulic First 24
430 Hydraulic First 24
431 Hydraulic First 24
432 Hydraulic First 24
433 Hydraulic First 24
434 Hydraulic First 24
435 Hydraulic First 24
436 Hydraulic First 24
437 Hydraulic First 24
438 Hydraulic First 24
439 Hydraulic First 24
440 Hydraulic First 24
441 Hydraulic First 24
442 Hydraulic First 24
443 Hydraulic First 24
444 Hydraulic First 24
445 Hydraulic First 24
446 Hydraulic First 29
447 Hydraulic First 29
448 Hydraulic First 29
449 Hydraulic First 29
450 Hydraulic First 29
451 Hydraulic First 29
452 Hydraulic First 29
453 Hydraulic First 29
454 Hydraulic First 29
455 PAM First 1
456 PAM First 1
457 PAM First 1
458 PAM First 1
459 PAM First 3
460 PAM First 3
461 PAM First 3
462 PAM First 3
463 PAM First 3
464 PAM First 8
465 PAM First 8
466 PAM First 8
467 PAM First 8
468 PAM First 8
469 PAM First 8
470 PAM First 8
471 PAM First 8
472 PAM First 8
473 PAM First 8
474 PAM First 8
475 PAM First 8
476 PAM First 8
477 PAM First 8
478 PAM First 8
479 PAM First 8
480 PAM First 10
481 PAM First 15
482 PAM First 15
483 PAM First 15
484 PAM First 15
485 PAM First 15
486 PAM First 15
487 PAM First 15
488 PAM First 15
489 PAM First 15
490 PAM First 15
491 PAM First 15
492 PAM First 15
493 PAM First 15
494 PAM First 15
495 PAM First 15
496 PAM First 15
497 PAM First 15
498 PAM First 15
499 PAM First 15
500 PAM First 15
501 PAM First 15
502 PAM First 15
503 PAM First 15
504 PAM First 15
505 PAM First 15
506 PAM First 15
507 PAM First 15
508 PAM First 15
509 PAM First 15
510 PAM First 15
511 PAM First 15
512 PAM First 16
513 PAM First 16
514 PAM First 16
515 PAM First 16
516 PAM First 17
517 PAM First 17
518 PAM First 17
519 PAM First 17
520 PAM First 17
521 PAM First 17
522 PAM First 17
523 PAM First 17
524 PAM First 17
525 PAM First 17
526 PAM First 17
527 PAM First 17
528 PAM First 17
529 PAM First 17
530 PAM First 17
531 PAM First 17
532 PAM First 17
533 PAM First 17
534 PAM First 17
535 PAM First 17
536 PAM First 17
537 PAM First 17
538 PAM First 17
539 PAM First 17
540 PAM First 17
541 PAM First 17
542 PAM First 17
543 PAM First 17
544 PAM First 17
545 PAM First 17
546 PAM First 17
547 PAM First 17
548 PAM First 17
549 PAM First 17
550 PAM First 17
551 PAM First 17
552 PAM First 17
553 PAM First 19
554 PAM First 19
555 PAM First 19
556 PAM First 20
557 PAM First 20
558 PAM First 20
559 PAM First 20
560 PAM First 20
561 PAM First 22
562 PAM First 22
563 PAM First 22
564 PAM First 22
565 PAM First 22
566 PAM First 22
567 PAM First 22
568 PAM First 22
569 PAM First 22
570 PAM First 22
571 PAM First 22
572 PAM First 22
573 PAM First 22
574 PAM First 22
575 PAM First 22
576 PAM First 22
577 PAM First 22
578 PAM First 22
579 PAM First 22
580 PAM First 22
581 PAM First 22
582 PAM First 22
583 PAM First 22
584 PAM First 22
585 PAM First 22
586 PAM First 22
587 PAM First 22
588 PAM First 22
589 PAM First 22
590 PAM First 22
591 PAM First 22
592 PAM First 22
593 PAM First 22
594 PAM First 22
595 PAM First 22
596 PAM First 22
597 PAM First 22
598 PAM First 22
599 PAM First 22
600 PAM First 22
601 PAM First 22
602 PAM First 22
603 PAM First 22
604 PAM First 22
605 PAM First 22
606 PAM First 22
607 PAM First 22
608 PAM First 23
609 PAM First 23
610 PAM First 23
611 PAM First 24
612 PAM First 24
613 PAM First 24
614 PAM First 24
615 PAM First 24
616 PAM First 24
617 PAM First 24
618 PAM First 24
619 PAM First 24
620 PAM First 24
621 PAM First 24
622 PAM First 24
623 PAM First 24
624 PAM First 24
625 PAM First 24
626 PAM First 24
627 PAM First 24
628 PAM First 24
629 PAM First 24
630 PAM First 24
631 PAM First 24
632 PAM First 24
633 PAM First 24
634 PAM First 24
635 PAM First 24
636 PAM First 24
637 PAM First 24
638 PAM First 24
639 PAM First 24
640 PAM First 24
641 PAM First 24
642 PAM First 24
643 PAM First 24
644 PAM First 24
645 PAM First 24
646 PAM First 24
647 PAM First 24
648 PAM First 29
649 PAM First 29
650 PAM First 29
651 PAM First 29
652 PAM First 29
653 PAM First 29
654 PAM First 29
655 PAM First 29
656 PAM First 29
657 Pneumatic First 1
658 Pneumatic First 1
659 Pneumatic First 1
660 Pneumatic First 1
661 Pneumatic First 3
662 Pneumatic First 3
663 Pneumatic First 3
664 Pneumatic First 3
665 Pneumatic First 3
666 Pneumatic First 3
667 Pneumatic First 3
668 Pneumatic First 3
669 Pneumatic First 3
670 Pneumatic First 3
671 Pneumatic First 8
672 Pneumatic First 8
673 Pneumatic First 8
674 Pneumatic First 8
675 Pneumatic First 8
676 Pneumatic First 8
677 Pneumatic First 8
678 Pneumatic First 8
679 Pneumatic First 8
680 Pneumatic First 8
681 Pneumatic First 8
682 Pneumatic First 8
683 Pneumatic First 8
684 Pneumatic First 8
685 Pneumatic First 8
686 Pneumatic First 8
687 Pneumatic First 8
688 Pneumatic First 8
689 Pneumatic First 8
690 Pneumatic First 8
691 Pneumatic First 8
692 Pneumatic First 8
693 Pneumatic First 8
694 Pneumatic First 8
695 Pneumatic First 8
696 Pneumatic First 8
697 Pneumatic First 8
698 Pneumatic First 8
699 Pneumatic First 8
700 Pneumatic First 8
701 Pneumatic First 8
702 Pneumatic First 8
703 Pneumatic First 8
704 Pneumatic First 8
705 Pneumatic First 8
706 Pneumatic First 8
707 Pneumatic First 8
708 Pneumatic First 15
709 Pneumatic First 15
710 Pneumatic First 15
711 Pneumatic First 15
712 Pneumatic First 15
713 Pneumatic First 15
714 Pneumatic First 15
715 Pneumatic First 15
716 Pneumatic First 15
717 Pneumatic First 15
718 Pneumatic First 15
719 Pneumatic First 15
720 Pneumatic First 15
721 Pneumatic First 15
722 Pneumatic First 15
723 Pneumatic First 15
724 Pneumatic First 15
725 Pneumatic First 15
726 Pneumatic First 15
727 Pneumatic First 15
728 Pneumatic First 15
729 Pneumatic First 15
730 Pneumatic First 15
731 Pneumatic First 15
732 Pneumatic First 15
733 Pneumatic First 15
734 Pneumatic First 15
735 Pneumatic First 15
736 Pneumatic First 15
737 Pneumatic First 15
738 Pneumatic First 15
739 Pneumatic First 15
740 Pneumatic First 15
741 Pneumatic First 15
742 Pneumatic First 15
743 Pneumatic First 15
744 Pneumatic First 15
745 Pneumatic First 15
746 Pneumatic First 15
747 Pneumatic First 15
748 Pneumatic First 15
749 Pneumatic First 15
750 Pneumatic First 15
751 Pneumatic First 15
752 Pneumatic First 15
753 Pneumatic First 15
754 Pneumatic First 15
755 Pneumatic First 15
756 Pneumatic First 15
757 Pneumatic First 15
758 Pneumatic First 15
759 Pneumatic First 15
760 Pneumatic First 15
761 Pneumatic First 15
762 Pneumatic First 15
763 Pneumatic First 15
764 Pneumatic First 15
765 Pneumatic First 15
766 Pneumatic First 15
767 Pneumatic First 15
768 Pneumatic First 15
769 Pneumatic First 15
770 Pneumatic First 15
771 Pneumatic First 15
772 Pneumatic First 15
773 Pneumatic First 15
774 Pneumatic First 15
775 Pneumatic First 15
776 Pneumatic First 15
777 Pneumatic First 15
778 Pneumatic First 15
779 Pneumatic First 15
780 Pneumatic First 15
781 Pneumatic First 15
782 Pneumatic First 15
783 Pneumatic First 15
784 Pneumatic First 15
785 Pneumatic First 15
786 Pneumatic First 15
787 Pneumatic First 15
788 Pneumatic First 15
789 Pneumatic First 15
790 Pneumatic First 15
791 Pneumatic First 15
792 Pneumatic First 15
793 Pneumatic First 15
794 Pneumatic First 15
795 Pneumatic First 15
796 Pneumatic First 15
797 Pneumatic First 15
798 Pneumatic First 15
799 Pneumatic First 15
800 Pneumatic First 15
801 Pneumatic First 15
802 Pneumatic First 15
803 Pneumatic First 15
804 Pneumatic First 15
805 Pneumatic First 15
806 Pneumatic First 17
807 Pneumatic First 17
808 Pneumatic First 17
809 Pneumatic First 17
810 Pneumatic First 17
811 Pneumatic First 17
812 Pneumatic First 17
813 Pneumatic First 17
814 Pneumatic First 17
815 Pneumatic First 17
816 Pneumatic First 17
817 Pneumatic First 17
818 Pneumatic First 17
819 Pneumatic First 17
820 Pneumatic First 17
821 Pneumatic First 17
822 Pneumatic First 17
823 Pneumatic First 17
824 Pneumatic First 17
825 Pneumatic First 17
826 Pneumatic First 17
827 Pneumatic First 22
828 Pneumatic First 22
829 Pneumatic First 22
830 Pneumatic First 22
831 Pneumatic First 22
832 Pneumatic First 22
833 Pneumatic First 22
834 Pneumatic First 22
835 Pneumatic First 22
836 Pneumatic First 22
837 Pneumatic First 22
838 Pneumatic First 22
839 Pneumatic First 22
840 Pneumatic First 22
841 Pneumatic First 22
842 Pneumatic First 22
843 Pneumatic First 22
844 Pneumatic First 22
845 Pneumatic First 22
846 Pneumatic First 22
847 Pneumatic First 22
848 Pneumatic First 22
849 Pneumatic First 22
850 Pneumatic First 22
851 Pneumatic First 22
852 Pneumatic First 22
853 Pneumatic First 22
854 Pneumatic First 22
855 Pneumatic First 22
856 Pneumatic First 22
857 Pneumatic First 22
858 Pneumatic First 22
859 Pneumatic First 22
860 Pneumatic First 22
861 Pneumatic First 22
862 Pneumatic First 22
863 Pneumatic First 22
864 Pneumatic First 22
865 Pneumatic First 22
866 Pneumatic First 22
867 Pneumatic First 22
868 Pneumatic First 22
869 Pneumatic First 22
870 Pneumatic First 22
871 Pneumatic First 22
872 Pneumatic First 22
873 Pneumatic First 22
874 Pneumatic First 22
875 Pneumatic First 22
876 Pneumatic First 22
877 Pneumatic First 22
878 Pneumatic First 22
879 Pneumatic First 22
880 Pneumatic First 22
881 Pneumatic First 22
882 Pneumatic First 22
883 Pneumatic First 22
884 Pneumatic First 22
885 Pneumatic First 22
886 Pneumatic First 22
887 Pneumatic First 22
888 Pneumatic First 22
889 Pneumatic First 22
890 Pneumatic First 22
891 Pneumatic First 22
892 Pneumatic First 22
893 Pneumatic First 22
894 Pneumatic First 22
895 Pneumatic First 22
896 Pneumatic First 22
897 Pneumatic First 22
898 Pneumatic First 22
899 Pneumatic First 22
900 Pneumatic First 22
901 Pneumatic First 22
902 Pneumatic First 22
903 Pneumatic First 22
904 Pneumatic First 22
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906 Pneumatic First 22
907 Pneumatic First 22
908 Pneumatic First 22
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910 Pneumatic First 22
911 Pneumatic First 22
912 Pneumatic First 22
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915 Pneumatic First 22
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920 Pneumatic First 24
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924 Pneumatic First 24
925 Pneumatic First 24
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930 Pneumatic First 24
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text
1 Steven
2 Hey, I am Akash
3 I'm Alex
4 OK.
5 OK.
6 @Justin Kim: Should we have received an email about the bio pages?
7 @Justin Kim: Yes
8 @Christian: The submit button is on the top bar of the window. Maybe you're trying to save it or share it instead? That is what I did wrong at first.
9 @Christian: The submit button is on the top bar of the window. Maybe you're trying to save it or share it instead? That is what I did wrong at first.
10 My worklog is blank, is that okay?
11 @Brandon: Yeah it worked this time. I must have done something wrong.
12 Hey Justin, how should we begin to look ate 2 research articles outside of RescuTek?
13 at*
14 Are we suppose to formally cite the given sources and our own sources?
15 What does risk priority mean?
16 Ok thanks
17 Do we have to go somewhere for the group meeting or is it on chat?
18 OK. What are we discussing?
19 OK. What are we discussing?
20 Are we supposed to graph cost per sensor vs RPN?
21 For both the sensor and the Battery?
22 Usually, a lower RPN has a higher cost.
23 Usually, a lower RPN has a higher cost.
24 I feel the Cadmium Battery was the best choice because it is inexpensive and is relatively reliable.
25 The only thing is I think that this one was heavier than the other ones
26 I did not put the numbers into the graph yet. I was just finishing with reading the articles. It does not seem like there are any superior options right now.
27 I did not put the numbers into the graph yet. I was just finishing with reading the articles. It does not seem like there are any superior options right now.
28 The LiPo battery seems to have many advantages, including its durability, weight, and energy.
29 The LiPo battery seems to have many advantages, including its durability, weight, and energy.
30 Ya I haven't made graphs yet either but it sounded like LiPO had many advantages and I was surprised its RPN was higher than Cadmiums
31 It isn't the most expensive or the most risky either, but those two factors are traded off with all the batteries.
32 It isn't the most expensive or the most risky either, but those two factors are traded off with all the batteries.
33 Its more risky because it had the highest RPN
34 As far as risk and cost, the NiCd seems to be the best. It has medium risk and a low cost. However, its other traits did not impress me.
35 As far as risk and cost, the NiCd seems to be the best. It has medium risk and a low cost. However, its other traits did not impress me.
36 @Brandon: Ya I agree with that.
37 I would choose based on lower cost and more reliable and also something that would be convenient for the operator.
38 I would assess the five attributes of the RescuShell. Safety, cost, and recharge interval are affected by the battery. It also adds to the payload, so a heavier battery is less desirable. The recharge interval is mainly associated with the battery, though, so this should be most important.
39 I would assess the five attributes of the RescuShell. Safety, cost, and recharge interval are affected by the battery. It also adds to the payload, so a heavier battery is less desirable. The recharge interval is mainly associated with the battery, though, so this should be most important.
40 I decided how long the battery can last while maintaining voltage and the cost of the battery as most important
41 The paper said it NiPd was more inefficient but I think according to the graphs in the testing report. It looks that NiPd lasted longer than LiPO
42 Lithium Polymer Battery 54 72Nickel Cadmium Battery 39 56Hydrogen Pro Fuel Cell 78 20
43 Well I have one, Vedant sent me an email saying my synthesis was what he was looking for but then 45 seconds later he sent another one that said it was a good synthesis and gave me directions for the worklog so does that mean my synthesis was approved?
44 No questions. Notebooks are due basically within 23 hours, worklogs are due in advance of the next work period.
45 No questions. Notebooks are due basically within 23 hours, worklogs are due in advance of the next work period.
46 was not*
47 @Justin Kim: ok thanks
48 well I have it in another one is there a way to combine the two?
49 ok
50 Okay, is there anyway to enlarge the chat?
51 Thanks
52 Sensors excelled in certain areas but were overall equal to each other over all five attributes. NiCd had the highest combination of attributes for the batteries.
53 Sensors excelled in certain areas but were overall equal to each other over all five attributes. NiCd had the highest combination of attributes for the batteries.
54 Well i just used evaluations of them as a point system which would determine which has the overall most efficiency and functionability.
55 I recommend the Strain-Gauge Control Sensor
56 I felt PFC and and NiCd were about equal but NiCd was better in the more important areas of safety and payload. I think the sensors are about even but I think the Piezoelectric sensor was the best choice.
57 No, there was not a clearly superior sensor. I chose the piezoelectric sensor because it seemed to be the most balanced to me.
58 No, there was not a clearly superior sensor. I chose the piezoelectric sensor because it seemed to be the most balanced to me.
59 The sensors are nearly identical in value
60 with different strengths and weaknesses to each of them
61 I chose based on which graph had the largest area inside of it but if it was about equal I selected based on categories I felt were most important such as safety and payload.
62 The best one is the one with the highest total desirability over all five attributes (payload, agility, recharge interval, cost, and safety).
63 The best one is the one with the highest total desirability over all five attributes (payload, agility, recharge interval, cost, and safety).
64 Like I said using the values given can be used as a point system which is essentially the same as the area enclosed by the graph. The most total points indicates the most valuable components
65 I agree. Safety was a key concern to me, more important than cost, and that helped me decide to choose the piezoelectric sensor. The cost is not MUCH more than the strain-gauge sensor, but its safety is quite a bit better. The agility and recharge interval were more balanced for the piezoelectric sensor. Payload, agility, and recharge interval were all about equal to me, but I preferred sensors and batteries that did not lack too much in any of these areas.
66 I agree. Safety was a key concern to me, more important than cost, and that helped me decide to choose the piezoelectric sensor. The cost is not MUCH more than the strain-gauge sensor, but its safety is quite a bit better. The agility and recharge interval were more balanced for the piezoelectric sensor. Payload, agility, and recharge interval were all about equal to me, but I preferred sensors and batteries that did not lack too much in any of these areas.
67 @Brandon: That's almost exactly my thought process
68 I do not think prioritizing is effective because that is opinion.
69 It should be based on the statistics, on the other hand when they are equal i also chose safety in the control sensor category
70 Maybe we should make a prototype with our chosen power source and sensors and test it to gain more information about how they work with the exoskeleton in general.
71 I suppose we should figure out how these components are integrated into the exoskeleton as a whole, although we could possibly research more power sources and sensors.
72 I suppose we should figure out how these components are integrated into the exoskeleton as a whole, although we could possibly research more power sources and sensors.
73 @Akash: That would be good. We have information about the sensors and power sources individually, but not power sources and sensors working together.
74 @Akash: That would be good. We have information about the sensors and power sources individually, but not power sources and sensors working together.
75 I would say more specifically research each component to get a more accurate judgement on which is the best, because a five point scale ranking each of the attributes is not very accurate.
76 Perhaps assign us to develop a prototype.
77 I just finished the graphs and in my opinion I feel like the Strain Gauge is the best option for the control sensor because it has the overall best average of the main attributes.
78 @Justin: Yes. Although we have preferences for certain sensors, we are not completely sure whether there are other important differences.
79 @Justin: Yes. Although we have preferences for certain sensors, we are not completely sure whether there are other important differences.
80 agreed.
81 @Alexander: The piezoelectric and strain-gauge sensors are equally balanced in terms of these rankings. Two 1s, two 2s, and a 3.
82 @Alexander: The piezoelectric and strain-gauge sensors are equally balanced in terms of these rankings. Two 1s, two 2s, and a 3.
83 It seems that we are split, half strain gauge and half piezoelectric
84 Half in favor of*
85 @Justin Kim: I think we may need more research with how the sensors and the interact with the battery and that might help us decide a sensor that is superior.
86 interaction*
87 So it's all opinion and weighing the benefits, unless we can find more differences or more precise differences.
88 So it's all opinion and weighing the benefits, unless we can find more differences or more precise differences.
89 Exactly, like I said a five point scale is not very informative of specific in my opinion.
90 notebook, not worklog?
91 @Justin Kim: It is submitted.
92 @Justin Kim: It is submitted.
93 I submitted it last night
94 So do we only look at the electric acuator or all three types
95 The descriptions and technical specifications page says that the electric actuator has high agility and a fairly low payload.
96 The descriptions and technical specifications page says that the electric actuator has high agility and a fairly low payload.
97 I think the electric actuator has a high payload
98 I will have the medical side with DaShawn Edwards
99 I agree with Brandon. near the end of the page it mentions that it generates less force due to its very quick acceleration.
100 I will take Benjamin Taylor
101 Meredith Yamasaki-Nolan wants a low cost and high agility. This actuator seems to have a high agility and its cost is the second lowest. I think I'll work with her.
102 Meredith Yamasaki-Nolan wants a low cost and high agility. This actuator seems to have a high agility and its cost is the second lowest. I think I'll work with her.
103 @Brandon: Oh wait I see what you are looking at
104 I'm kind of confused on what we are supposed to actually do with the consultants we chose
105 @Akash: The email seems to say that we evaluate the actuators based on the factors the consultant wants.
106 @Akash: The email seems to say that we evaluate the actuators based on the factors the consultant wants.
107 So we pretty much do the same thing we did last work day but this time we say what the consultants would say about the electric actuator
108 @Justin Kim: ok thanks
109 Does it talk about the RPN of any of these actuators somewhere
110 @Akash: I didn't see any RPN numbers anywhere. I though it seemed like there was something missing.
111 @Akash: I didn't see any RPN numbers anywhere. I though it seemed like there was something missing.
112 So we need to do the prototype notebook before next time?
113 So we need to do the prototype notebook before next time?
114 @Justin Kim: Thanks.
115 @Justin Kim: Thanks.
116 I sure am!
117 I sure am!
118 Yipee!
119 What are we doing today?
120 @Justin Kim:Okay and by the way where did it say to do the prototype designs? I did them only because I happened to run across the other prototypes
121 @Steven: I have an email from Vedant that is titled "Designing Prototypes to Test". It says to use the REDD to design your prototypes. Maybe you missed a worklog/
122 @Steven: I have an email from Vedant that is titled "Designing Prototypes to Test". It says to use the REDD to design your prototypes. Maybe you missed a worklog/
123 The last worklog I did was the consultant one and I never received another or an email after that after that.
124 Sorry I did not mean to send that
125 @Akash:
126 Alex I think you should put your prototypes into a batch.
127 Alright I just did I believe
128 I think Brandon already did what we were supposed to decide in our meeting but I don't know
129 Okay and when will the results be available from our redd designs
130 @Steven: The next email says 1 or 2 days after we submit our five TEAM designs.
131 @Steven: The next email says 1 or 2 days after we submit our five TEAM designs.
132 Neither am I
133 Okay because I am not receiving any emails.
134 me neither
135 Just got one
136 oh ok i got one now
137 I received one
138 (I did get the email.) It looks like we all (or almost all) have prototypes for high agility, low price, high reliability/durability/payload/safety, and low energy usage. We also have more balanced preferential prototypes that may be more usable than the extremely focused prototypes.
139 (I did get the email.) It looks like we all (or almost all) have prototypes for high agility, low price, high reliability/durability/payload/safety, and low energy usage. We also have more balanced preferential prototypes that may be more usable than the extremely focused prototypes.
140 I agree we should have made more balanced prototypes
141 For high mobility, Akash and I both used Composite, but I chose NiCd while he decided to use LiPO. Of course we have the electric actuator, and the strain-gauge sensor was the best for mobility. ROM 6 is clearly the best motion.
142 For high mobility, Akash and I both used Composite, but I chose NiCd while he decided to use LiPO. Of course we have the electric actuator, and the strain-gauge sensor was the best for mobility. ROM 6 is clearly the best motion.
143 I think Brandon already sent in our batch
144 If we're going to send Vedant a mobility prototype, we need to decide which power source to use - that was the only difference between the two mobility prototypes we have listed.
145 If we're going to send Vedant a mobility prototype, we need to decide which power source to use - that was the only difference between the two mobility prototypes we have listed.
146 No, I sent my five prototypes as a batch to Vedant for the original prototype-making task. That is not our team batch.
147 No, I sent my five prototypes as a batch to Vedant for the original prototype-making task. That is not our team batch.
148 @Brandon: Oh i thought that was our team batch. My bad
149 So... LiPO has the highest payload, but NiCd has the highest agility. Recharge interval is a moot point, and NiCd has a better cost and safety. For an agility prototype (if we're going to send one - everyone needs to agree on what we're sending) it seems like NiCd would be better.
150 So... LiPO has the highest payload, but NiCd has the highest agility. Recharge interval is a moot point, and NiCd has a better cost and safety. For an agility prototype (if we're going to send one - everyone needs to agree on what we're sending) it seems like NiCd would be better.
151 I actually like your choices although for the last prtotype I would have chosen the Strain-Gauge Sensor
152 Well for our team batch, I think we should decide on which prototype will be most balanced
153 I like the NiCd power source best
154 I agree I think the best power source is NiCd.
155 I vote composite NiCd and Strain-Gauge
156 Becuase it is a balance of low cost and high quality.
157 is the best material and the piezoelectric
158 I think aluminum
159 We all chose NiCd for the power source of our "preference" prototype.
160 I personally liked piezoelectric, but more of the internal consultants preferred strain-gauge. So why one or the other?
161 We all chose NiCd for the power source of our "preference" prototype.
162 I personally liked piezoelectric, but more of the internal consultants preferred strain-gauge. So why one or the other?
163 And ROM 4
164 we get to choose 5 right? so we should have prototypes with both sensors
165 S.G.-Strain-Gauge from now on.
166 @Steven: I like ROM 4 too
167 Ok - so we'll have two "good" prototypes and 3 test prototypes? I would be fine with that. @Steven: Yes, I prefer ROM 4 also.
168 Sure.
169 Ok - so we'll have two "good" prototypes and 3 test prototypes? I would be fine with that. @Steven: Yes, I prefer ROM 4 also.
170 Sure.
171 But I believe SG is better because it is a bit cheaper and more agile
172 but the piezoelectric is more reliable
173 @Brandon: I like that idea
174 just balanced in different areas
175 In reality they are basically of equal value
176 @Steven: I agree
177 so, what next
178 Hmmm.... My Window won't show up now, so I can't look at graphs and REDD.
179 Hmmm.... My Window won't show up now, so I can't look at graphs and REDD.
180 okay good, I thought I was the only one with technical difficulties
181 @Brandon: neither can I
182 Clicking the email alert in the upper corner does not open a window either.
183 Clicking the email alert in the upper corner does not open a window either.
184 How do we make the team batch
185 Anyway, ? Material + NiCd + Piezo/SG + ROM 4 + electric actuator for the "good" prototypes. Which material did everyone like?
186 Anyway, ? Material + NiCd + Piezo/SG + ROM 4 + electric actuator for the "good" prototypes. Which material did everyone like?
187 also did you guys do what the email said? i was a little confused about that part
188 I would say one with composite and one with aluminum
189 I like aluminum the best
190 what did the email say I can open that
191 cant*
192 If we only have two "good" prototypes, then we need to match the SG and Piezo with aluminum and composite. Perhaps composite should go with Piezo since then the lower agility sensor would be with the higher agility agility material?
193 If we only have two "good" prototypes, then we need to match the SG and Piezo with aluminum and composite. Perhaps composite should go with Piezo since then the lower agility sensor would be with the higher agility agility material?
194 and maybe one that is a bit of an alternate
195 I agree
196 we can only have 2 "good" ones? why can't we test all 4 combinations
197 @Akash: There was an email that said to have our team meeting, then agree on 5 group prototypes, make a batch, and send them in a new notebook. We each evaluate all 5 of the prototypes in that notebook, just like we did with the personal prototypes.
198 @Akash: There was an email that said to have our team meeting, then agree on 5 group prototypes, make a batch, and send them in a new notebook. We each evaluate all 5 of the prototypes in that notebook, just like we did with the personal prototypes.
199 Brandon can you make the team batch?
200 We definitely can have all four combinations. The only thing is they're not huge variations, so it may be better to have the test prototypes. What does everyone think?
201 We definitely can have all four combinations. The only thing is they're not huge variations, so it may be better to have the test prototypes. What does everyone think?
202 well I think we all agreed on the same power source and ROM so there arent to many different options
203 @Akash: If we agree on what to put in the team batch, then yes I can make it once REDD is up.
204 @Akash: If we agree on what to put in the team batch, then yes I can make it once REDD is up.
205 What about the fifth, and are those four good for everyone?
206 So far it sounds like: 1. Aluminum + ROM 4 + NiCd + Piezo + Electric; 2. Aluminum + ROM 4 + NiCd + SG + Electric; 3. Composite + ROM 4 + NiCd + Piezo + Electric; 4. Composite + ROM 4 + NiCd + SG + Electric.
207 What about the fifth, and are those four good for everyone?
208 So far it sounds like: 1. Aluminum + ROM 4 + NiCd + Piezo + Electric; 2. Aluminum + ROM 4 + NiCd + SG + Electric; 3. Composite + ROM 4 + NiCd + Piezo + Electric; 4. Composite + ROM 4 + NiCd + SG + Electric.
209 maybe make the last one as a miscellaneous one?
210 for the assessments of the internal consultant request did you guys just evaluate the electric actuator? Like with the graphs on rom recharge and agility?
211 Maybe we should have a durability-focused design then? Steel + ROM 4? maybe 1 or 6 + NiCd + Piezo (safety and recharge) + Electric? What does everyone think of these five prototypes?
212 Maybe we should have a durability-focused design then? Steel + ROM 4? maybe 1 or 6 + NiCd + Piezo (safety and recharge) + Electric? What does everyone think of these five prototypes?
213 @Brandon: you should try ROM 6 and then it sounds good to me
214 OK, talk to you on Thursday.
215 OK, talk to you on Thursday.
216 Why the ROM 6? To balance out the weight of the steel with more movement?
217 Why the ROM 6? To balance out the weight of the steel with more movement?
218 ya and if we use the piezoelectric with good recharge it can make up for lower recharge of ROM 6
219 So Alexander, Steven, do you guys also agree with the four combinations of Composite/Aluminum and Piezo/SG, along with this fifth steel/piezo/ROM 6?
220 So Alexander, Steven, do you guys also agree with the four combinations of Composite/Aluminum and Piezo/SG, along with this fifth steel/piezo/ROM 6?
221 yes I agree, the original ones are exactly what i was thinking of and incorporating the steel is perfect!
222 Everything including REDD and the notebook is still not working for me, so don't be disappointed when I don't have that group batch made.
223 Everything including REDD and the notebook is still not working for me, so don't be disappointed when I don't have that group batch made.
224 @Justin Kim: I'm assuming it's fine if we don't turn in a group batch by tomorrow morning if WorkPro is still not working then? That would be rather difficult to do.
225 @Justin Kim: I'm assuming it's fine if we don't turn in a group batch by tomorrow morning if WorkPro is still not working then? That would be rather difficult to do.
226 Ah, I finally got it to work. I'll make that batch.
227 Ah, I finally got it to work. I'll make that batch.
228 Hmm...
229 Hmm...
230 In the Batches section of REDD, View Results is an option for "Brandon's Prototype Designs". Does this mean that someone did the virtual tests on my batch, even though I didn't send it? The "Group Prototype Batch" is the proper batch with the prototypes we agreed on in our discussion.
231 In the Batches section of REDD, View Results is an option for "Brandon's Prototype Designs". Does this mean that someone did the virtual tests on my batch, even though I didn't send it? The "Group Prototype Batch" is the proper batch with the prototypes we agreed on in our discussion.
232 I can't get anywhere do anything because workPro isn't working
233 or*
234 @Akash: There's a WiscMail email about things to try. It might help.
235 @Akash: There's a WiscMail email about things to try. It might help.
236 Sounds good
237 OK.
238 OK.
239 Okay and until then?
240 Is there a way to get rid of the big chat on the side so I can have 2 windows open?
241 Apparently so.
242 Apparently so.
243 Oh it got small again
244 So what do we do after we do our worklog on the designing of the prototypes?
245 I was at the discussion.
246 Are we going to start? (What are we discussing this time, the results?)
247 Are we going to start? (What are we discussing this time, the results?)
248 I would assume so
249 Ok I guess I'll start by saying I feel the composite SG and composite Piezoelectric were the best prototypes. However they were probably too expensive than what Rescu-Tek is looking for
250 We discussed which components we liked the most, and there were only differences on the material and sensor, so we made four prototypes, two of each material and 2 of each sensor.
251 We discussed which components we liked the most, and there were only differences on the material and sensor, so we made four prototypes, two of each material and 2 of each sensor.
252 It was difficult to make every consultant happy considering they each had different preferences but whichever factor was brought up most we should focus on if any.
253 Some of the numbers (the recharge interval of the "strong" exoskeleton) were below the absolute minimum numbers given by the ICs, which would not be acceptable
254 Some of the numbers (the recharge interval of the "strong" exoskeleton) were below the absolute minimum numbers given by the ICs, which would not be acceptable
255 I agree with akash exactly. Also, Justin to get a better idea of specific values RescuTek is looking for we can compare our results to those given to us from the internal consultants.
256 @Brandon: Ya I think the strong prototype completely disappointed
257 The agility was much TOO high for all of our prototypes and the payload and recharge interval were on the low side
258 The agility was much TOO high for all of our prototypes and the payload and recharge interval were on the low side
259 the aluminum meet the price range
260 @Justin Kim: Safety, Agility, and Payload
261 I believe safety has to be a high priority because if the product isn't safe, it cannot be very reliable
262 Rescue workers most care about moving - agility, payload, and safety. Hmm.... For some reason my five original prototypes were also evaluated, and I surprisingly like some of the numbers there. One of them was excellent for all attributes except payload, and one was excellent for everything except agility, which actually did meet the minimum.
263 Rescue workers most care about moving - agility, payload, and safety. Hmm.... For some reason my five original prototypes were also evaluated, and I surprisingly like some of the numbers there. One of them was excellent for all attributes except payload, and one was excellent for everything except agility, which actually did meet the minimum.
264 @Justin Kim: I think this because I feel that those three aspects are most relevent when it is operating in the field and I think the rescue worker really only cares if it works when it is supposed to and would probably pay extra money in order to have so
265 Agility allows them to move well to stay safe and get to whoever or whatever they're rescuing. Payload allows them to actually rescue people.
266 Agility allows them to move well to stay safe and get to whoever or whatever they're rescuing. Payload allows them to actually rescue people.
267 I thought that safety near the maximum was not very good (close to 225 - one had 218 RPN), but other than that I was fine with the safety as long as it was around 200 or lower.
268 I thought that safety near the maximum was not very good (close to 225 - one had 218 RPN), but other than that I was fine with the safety as long as it was around 200 or lower.
269 @Brandon: Ya I agree. I think we need to find a way to increase payload for our next tests
270 It was fairly successful. We discovered what was good or bad about our prototypes. Agility and payload were issues for opposite reasons.
271 It was fairly successful. We discovered what was good or bad about our prototypes. Agility and payload were issues for opposite reasons.
272 I just wrote the same thing in my notebook. Increase the payload and decrease the agility which increases the recharge interval and decreases the price at the same time.
273 Payload and recharge are almost opposites. None of the prototypes we submitted were good at both.
274 Payload and recharge are almost opposites. None of the prototypes we submitted were good at both.
275 Yes, but decreasing the agility because we have a it of excessive agility taking into account what the consultants said.
276 @Justin Kim: We now know how some of the components add up when put together
277 Also we know how each component is related to each other
278 ROM heavily affects the price and recharge because it adds sensors and actuators.
279 ROM heavily affects the price and recharge because it adds sensors and actuators.
280 sure thing and have a good weekend yourself
281 Good Meeting team
282 justin, does it look like i am missing or behind on anything
283 @Justin Kim: What is the presentation supposed to include, and is it a PowerPoint or something else? Is it a team project?
284 @Justin Kim: What is the presentation supposed to include, and is it a PowerPoint or something else? Is it a team project?
285 I've read the "Presentation Outline" resource, but it's a bit vague. What IS the problem, making a functional exoskeleton?
286 I've read the "Presentation Outline" resource, but it's a bit vague. What IS the problem, making a functional exoskeleton?
287 Is it a group poster?
288 @Justin Kim: No.I got an email from Vedant telling me he witnessed my last worklog and I haven't gotten anything else.
289 @Justin Kim: So we get assigned a new group sometime soon?
290 Hey my presentation resources do not work/open
291 the whole page seems its about to like crash again
292 @Justin Kim: I was working on the next step and the resources page won't open.
293 @Brandon: Are you working on your presentation? If you are how long do think each section should be?
294 @Akash: I'm evaluating and comparing prototypes right now, since that's a main part of the presentation.
295 @Akash: I'm evaluating and comparing prototypes right now, since that's a main part of the presentation.
296 @Justin Kim: When is this presentation due?
297 @Justin Kim: Thank you for working with us these weeks.
298 @Justin Kim: Thank you for working with us these weeks.
299 Okay, thanks!
300 Greetings everyone! My name is Arden, and I am looking forward to working with all of you.
301 @Nassim Tehrani: Hi, team. You can call me Maggie.
302 Hello team, I'm Connor, looking forward to working with you all.
303 Hello! I am Jordan. I am excited to make real engineering decisions.
304 @Nassim Tehrani: Hi team, I am okay with Jimmy and am looking forward to getting started.
305 What kind of citation should there be for sources? Is it only necessary to include a title and location of the article? Is it necessary to use a standard citation format such as APA?
306 @Nassim Tehrani: I still have not received any sort of email
307 @Nassim Tehrani: My notebook was submitted on Thursday. I completed it last Tuesday but did not click submit. On Thursday I clicked the submit and it has a check in the "Submitted" box with the time stamp 9/19/13 09:54:33. However, I still have not receiv
308 @Nassim Tehrani: My notebook entry was submitted on Thursday. I finished the entry on Tuesday but did click submit until Thursday. There is a check in the box labeled "Submitted" with the time stamp 9/19/13 09:54:33. However, I still have not received an
309 Hey everyone, I apologize for the random notes in the shared space. In trying to figure out a way to work around technical difficulties, I was testing things with various notebook entries and I am now unable to "unshare" them.
310 @Nassim Tehrani: My notebook entry was submitted on Thursday. I finished the entry on Tuesday but did not see the submit button until Thursday. There is a check in the "Submitted" box with the time stamp 9/19/2013 9:54:33. A minute after that I received a
311 @Nassim Tehrani: My notebook entry was submitted on Thursday. I finished the entry on Tuesday but did not see the submit button until Thursday. There is a check in the "Submitted" box with the time stamp 9/19/2013 9:54:33. A minute after that I received a
312 @Nassim Tehrani: Is there a way for me to receive the steps after the summary notebook entry step prior to submitting the notebook entry? I have discovered that my "Submit Notebook Entry" button is not always present, and I would like to get caught up thi
313 @Nassim Tehrani: My notebook entry was submitted on Thursday. I finished the entry on Tuesday but did not see the submit button until Thursday. There is a check in the "Submitted" box with the time stamp 9/19/2013 9:54:33. A minute after that I received a
314 @Nassim Tehrani: My notebook entry was submitted on Thursday. I finished the entry on Tuesday but did not see the submit button until Thursday. There is a check in the "Submitted" box with the time stamp 9/19/2013 9:54:33. A minute after that I received a
315 Sorry about the all the messages, my program was not cooperating and did not show them as sent.
316 @Nassim Tehrani: I'm sorry, I only received all of the background information this morning, and I am still trying to put together my notebook entry summary. But my problem is that when I was trying to get caught up over the weekend, I was unable to submi
317 I have just received the first worklog entry and am going to do a lot of catch up.
318 succeeding steps*
319 So because we need to be able to submit entries to receive the succeeding, and the "Submit Notebook Entry" button is not always present, I was wondering if there were any work around so that I may be able to get caught up if I cannot advance in the intended way.
320 @Arden
321 @Arden Are you using chrome or firefox. I was having the same problem but when i started using chrome it fixed everything.
322 I have tried using both browsers, and I agree that Chrome seems to work better than Firefox with some things, but the problems I am describing I have had in both browsers.
323 @Nassim Tehrani: I have sent two staff page notebook entries regarding submission
324 All is good. I am reading up on the material and will be caught up as soon as possible.
325 I have a question on the battery and control sensor articles--in the tables at the end, what is risk priority number?
326 @Nassim Tehrani: Alrighty, thank you, I appreciate the help, and I'm sorry for sharing all of the headaches! Unfortunately, I have to run to my next class, but I will be trying to get caught up all week.
327 @Nassim Tehrani: I apologize, I had to run to my next class earlier today. I will get those completed.
328 Has everybody received that email from Vedanta about the revised project schedule? Because I have not
329 @Jimmy: There is no revised project schedule, only an email about the purposes of worklogs and notebooks, and other related subjects. The project schedule is at Resources -> Gantt Chart.
330 @Jordan: Oh alright, I wasn't sure what email Prof Tyler was referring to
331 I do not.
332 Yes, I understand the deadlines, but I was wondering what we should do if we cannot meet those submission deadlines due to not being able to submit notebook entries.
333 I have no questions as well
334 It seems as if the "submit" button is only present when I am in class, but not at any other time.
335 I have started saving all of my work outside of this system, and I was wondering if there were another way I could submit my work.
336 @Nassim Tehrani: I do not have any questions The email was very informative. Thank you.
337 @Nassim Tehrani: When will we have our first team meeting?
338 The graphs illustrated the strengths and weaknesses of the power sources and control sensors.
339 @Nassim Tehrani: It showed the different factors that effect the exoskeleton and ranked each factor comparing them to the different control sensors or power sources.
340 They all had both advantages and disadvantages. There was no "obvious" best choice.
341 The graphs indicated the properties of all the different options and made a comparable visual illustration to make an informed decision on which combination to use.
342 The graphs detailed what aspects of power sources and control sensors are important--namely, the numerical data.
343 I suggested using cadmium batteries with piezoelectric sensors, together they make a strong combination of payload and agility while keeping costs in a moderate range and having strong battery life.
344 It became apparent to me that Nickel Cadmium batteries are superior to the other choices in most ways--they have the lowest cost and best agility and payload, and an average RPN and recharge interval. (PFC has a longer recharge interval and lower RPN but is expensive and has worse physical capabilities.) In other words, three of its qualities were superior to the other power sources' and two were average, giving it an overall above-average rating.
345 I agree but would like to look into the ecological impact of Nickel Cadmium. The resources stated that Cadmium is a highly toxic metal and can be dangerous.
346 I chose to prioritize Payload and Safety when it came to control sensors, and I chose the Lithium Polymer battery over the Nickel Cadmium because of the ecological impact that Connor mentioned
347 Agility and safety were attributes I found most important. The users of the exoskeletons shouldn't have to worry about things breaking down or the exoskeleton not responding when they are on a first respond team.
348 I somewhat prioritized physical capabilities (payload and agility), although I mostly just evaluated each of the five qualities equally.
349 I believed that agility and recharge interval are very important attributes when in a disaster-rescue situation. The exoskeleton must be agile in order to ensure safety of the operator and having a good recharge interval will help the rescuer spend more time in the field.
350 @Margaret: That is a very good point, that the RescuShell is meant to protect the user from injury and should therefore be free of most internal dangers.
351 It would not look very good for Rescutek if our operators themselves get injured, so we should make protecting the operator a top priority.
352 That was my thought exactly.
353 I suggest we begin design procedures on a prototype.
354 I would assign us to come to a group conclusion of a combination of control sensor and power source to test or prototype in some way.
355 If there are parts of the RescuShell that have yet to be considered, though, I think it would be good to research those too.
356 @Jordan I agree
357 Similar to what Jordan said, I think that we should do more research. We could learn more about the materials of our exoskeleton, or perhaps the actuators and how the sensors send the signals to the computer to the actuators. Maybe read up on different types of actuators similar to what was done with the batteries and sensors?
358 We can look into what makes the power sources and control sensors work and see if we can improve their designs or modify them so that they work better with our exoskeleton.
359 @Connor: Can the power sources and control sensors be modified?
360 If the power sources and control sensors can be modified, then the possibilities for our design are more plentiful
361 I think we're about ready to finish.
362 We could conduct research and find out. But I'm pretty it isn't possible since each power source and control sensor each have completely different systems.
363 Agreed.
364 I agree, good meeting everyone!
365 This is a really lame question, but how do I make the chat bar small again, now that we're done with the meeting?
366 @Nassim Tehrani: Thanks. (I had no idea you had control over that.)
367 @Nassim Tehrani: Is there any way to edit a Notebook after saving it? Sometimes I forget to put the correct time before saving it, and then there is no edit button--only "Submit" and "New Notebook", so I submit an additional Notebook with the correct tim
368 @Nassim Tehrani: Is there any way to edit a Notebook after saving it? Sometimes I forget to put the correct time before saving it, and then there is no edit button--only "Submit" and "New Notebook", so I submit an additional Notebook with the correct tim
369 @Nassim Tehrani: Is there any way to edit a Notebook after saving it? Sometimes I forget to put the correct time before saving it, and then there is no edit button--only "Submit" and "New Notebook", so I submit an additional Notebook with the correct tim
370 (And sorry, I have no idea why it submitted that message three times!)
371 @Nassim Tehrani: So would you recommend not submitting the incorrect one, copying and pasting it into a new one, fixing it, and submitting only that new one?
372 Good morning, everybody.
373 Are we each going to research the same consultant?
374 Okay. I will do my research based on the requests of Meredith Yamasaki-Nolan.
375 So we're basically making the notebook on how well the hydraulic actuator fits the desires of each consultant? (But each team member does only one consultant)?
376 @Jordan: Yes
377 I will evaluate hydraulic based on the desires of DaShawn Edwards.
378 @Jordan: And explain how the attributes the consultant is concerned about (i.e. payload, agility, etc) changes or is effected by different things.
379 Okay, I will look into Benjamin Taylor's requests.
380 I will look into Paulo Henriquez's requests
381 I will look into Laura Rivers' requests then
382 Should the 5 prototype REDDs be made into a Batch?
383 @Nassim Tehrani: Good morning.
384 Are REDDs shareable in any way or does each of us create the team batch individually?
385 Ah, now they are all shared!
386 Well we can attach other people's batches into our own notebooks
387 Previous to about 3 minutes ago I was only able to view my own prototypes, but now they are all available to me.
388 There are five members of our team, so I think it might be a good idea to first try to explain the top two (subjectively) most important designs to each other, and narrow down the options from there, revising if necessary. Does this sound good to everyone else?
389 Yeah, that's good
390 I like that idea
391 @Nassim Tehrani: Are we to just describe our prototypes in the discussion?
392 My two most "important" prototypes are my prototypes titled "Prototype 5 Low-ROM (high recharge interval) variant of 1" and "Prototype 1". I have several other prototypes built to test maximum abilities in one area, but I believe these two prototypes will be more applicable to all the of the consultants' desires, since they are somewhat "balanced". They do emphasize the qualities DaShawn Edwards was looking for (agility and low RPN) more than other qualities, but I do not think the emphasis is too great to exclude the other consultants' requests.
393 After viewing the results of my prototypes, my top two are my "Highest Agility" one and "REDD 6" one. Highest agility uses Aluminum alloy, NiCd battery, Hydraulic actuator, strain gauge sensor, Rom 6. REDD 6 uses Steel, NiCd battery, Hydraulic actuator, Piezoelectric sensor, and Rom 5.
394 Prototype 1: I chose NiCd for high agility and average RPN, ROM 4 for decent agility (but not too expensive or power-consuming), aluminum for the light weight and low cost, and piezoelectric control sensors for average agility but low RPN.
395 Prototype 5: It has ROM 3 instead of ROM 4, but is otherwise the same as my first prototype--there were significant reported differences between the two, so I figured it would be interesting to see the difference in the context of the full exoskeleton.
396 My prototypes are also balanced to try to meet other consultants requests
397 @Margaret: Some of the parts, such as power source and control sensor, are easy to determine reasons for choosing since their technical specifications are, well, specified. Could you explain why you chose the materials and specific ROMs that you did?
398 I believe that lighter materials will put less strain on the system, thereby increasing recharge interval, agility and safety. For this reason I think Aluminum or Composite material should be used
399 The two prototypes that the consultant that I chose to focus on are "Maximum Safety" and "Safety + Payload". My consultant was mainly focused on safety of the product and would want to have that be maximized. The "Maximum Safety" prototype has the lowest RPN value and the Composite material is strong while also being lightweight. The "Safety + Payload" prototype has the NiCd power supply which supports a little bit more payload.
400 Did anybody else get a "502 Bad Gateway" error page?
401 Likewise, are we all back now?
402 Sorry, my computer just exploded and said there was a bad gateway
403 @Connor: I had typed out "Those are some interesting points," but I didn't get to send it before the crash.
404 Hmm I am experiencing a lack of an email-notebook-worklog-resources-etc window...
405 "Highest Agility prototype"- aluminum because it is lightweight so the exoskeleton and person inside won't be weighed down, and rom 6 because agility improves with the addition of active joints. 6 has the most active joints
406 I too have no window for email and whatnot
407 I also have the same problem
408 "Redd 6" prototype- steel because it is durable and I wanted to see how it affected the performance of the exoskeleton and rom 5 because I had been using 6 for the rest.
409 @Jimmy: Your Maximum Safety and Safety + Payload prototypes looked like they performed very well, but were expensive, my consultant was interested in keeping prices low so the product would be more marketable
410 We can't get to our notebooks.
411 @Jimmy: What was your reasoning for putting piezoelectric on each of your prototypes?
412 I would also be interested in sharing the problems (or non-problems) the hydraulic actuator had for each consultant's specifications. For DaShawn Edwards, hydraulic's main issue was its agility, so I tried to choose other components to be agile.
413 @Jordan: Piezoelectric seemed like the best sensors to use regarding agility, however, they were also the most expensive
414 @Team: Does 5:00 PM sound like a good group deadline for choosing which 5 prototypes to test?
415 @Jordan: As long as the website starts working
416 PIezoelectric control sensors had the lowest RPN Values
417 @Nassim Tehrani: My workspace still is not running, the chat is still expanded like it was during our meeting
418 I'm good for 5. But my workspace still isn't working.
419 Soooo...it's still not working.
420 @Margaret: The chat is still expanded, but refreshing the page (while logged in) loads the workspace window for me. I am using Chrome.
421 Has everybody chosen a few that they think are the best prototypes?
422 Interesting... I'm not sure if that was supposed to happen, but there are now View Results buttons by each of the batches except for the team batch. They display technical specifications of each prototype.
423 The results for the team batch are up. The numbers look good.
424 @Nassim Tehrani: Good morning.
425 Good morning.
426 Okay.
427 I am ready.
428 I am ready too
429 I am also ready.
430 Because the meeting was cut short with technical difficulties, we all proposed two prototypes to be submitted for testing. There was a great deal of overlap in recommendations, and it was easily cut down to 5 designs.
431 We each had our individual reasons, but I chose mine because they seemed balanced and able to fit quite a few requirements.
432 Although we had some technical difficulties, we were able to propose our designs and agree upon them
433 These 5 prototypes were mostly fit into the internal consultants. I reviewed their preferences and chose two that fit those preferences the best.
434 I attempted to meet the needs of my internal consultant by suggesting designs that were cost-efficient
435 I did not look at only the two qualities dictated by the internal consultant I reviewed, but rather all five qualities. I slightly prioritized agility, since DaShawn Edwards had high agility recommendations and the hydraulic actuator was inagile.
436 I had prioritized agility over payload and chose light materials because I believe the rescue workers would like something comfortable to wear
437 The rescue worker will be most concerned with safety and payload. He/she would need sufficient lifting capacity to get the job done, but cannot be worried about the product malfunctioning and thus ending in a bad situation
438 And cost would only affect the company, not the worker.
439 I believe that the two qualities most affecting the rescue workers would be agility and payload (the physical qualities). Risk priority probably would not have a day-to-day impact. Recharge interval may become irritating if too low, but I think it should be possible to use another battery or simply get it recharged.
440 I was reviewing Paulo Henriquez's requests and he was most focused on safety. So I prioritized safety and then balanced the other factors. ]
441 I valued agility over RPN because I personally feel that in a dangerous setting the agility of a suit to move out of the way of a hazard would be rather important. I mostly did not try to maximize any one attribute but rather look at overall "good" numbers on the components I used in my prototypes.
442 I agree with Jordan, and since hydraulic actuators had the greatest payload ratings, but low agility, I did not give much though to payload, but focused on maximizing other attributes, mainly agility.
443 That's a good point ^
444 That sounds accurate.
445 Thanks, you too!
446 @Nassim Tehrani: What is on our schedule for today?
447 @Nassim Tehrani: what stage of the process is considered caught up?
448 @Nassim Tehrani: are we to work together on the final project?
449 presentation*
450 The project is to be presented after the work with reassigned teams is completed, correct?
451 @Nassim Tehrani: So we are doing individual presentations at the end of the second set
452 So we are not presenting on Rescu-Tek?
453 Yes we are, we're just going to a different team e.g. Hydraulic, Electric
454 Oh gotcha
455 @Justin Kim: I am simply testing this chat feature to see how it works. Does it?
456 @Justin Kim: I'm Tiffany.
457 @Justin Kim: Hi my name is Amelia
458 @Justin Kim: My name's Devin.
459 @Justin Kim: good morning! just checking in about what our task for today is?
460 I'm unsure whether or not my worklog was submitted. How do I track previous worklogs?
461 I believe that I have submitted all of my notebook entries.
462 Ah, I clicked the save button rather than submit. It should be available for witnessing now.
463 I also did that, but I think that I corrected it
464 @Justin Kim: Im not exactly sure what I am supposed to do. I have submitted both my staff page and my interview and I have not gotten further feedback on my next task.
465 @Luis: I don't know how to. I click on the worklog page and it only shows a blank page
466 ok I submitted a second one just to make sure
467 Hi what are the instructions for the meeting?
468 I'm confused on how to enter values for graphing. I was only given values for cost and safety...what about the other factors?
469 Im almost on the graphing.
470 hey team, so what I'm gathering is that we are being encouraged to talk about the graphs
471 Safe to assume this meeting is 100% online? You'll just be asking questions?
472 would it be the Nickel Cadmium Battery?
473 based on the Cost per battery/risk priority?
474 If it's cost per battery/risk, then the Nickel would be the best choice
475 But, seeing as it should be safety as the main priority, I think the Hydrogen would be the best. It creates less harm to the environment as well. The only drawback would be the price but I personally would choose safety and effectiveness over cost.
476 The lithium polymer battery can be compared to the nickel cadmium battery but at the same time it is more safe at reasonable cost.
477 Lithium polymer batteries are also lightweight and retain high energy density.
478 @Justin Kim: With the exception of those not assigned said activity?
479 @Justin Kim: How do the numbers given in the technical documents relate to safety? Are we shooting for high or low numbers as far as safety goes?
480 @Justin Kim: I am having trouble with writing a syntheses expressing my choice of power source and control sensor. What should I include in my syntheses to make it strong and clear?
481 @Justin Kim: Will we be having our group meeting today?
482 None here
483 To what extent should we go with our research? How do we know we have enough information for a successful presentation?
484 Oh, workflow questions...sorry I'm ahead of myself...
485 @Justin Kim: are you referring specifically to the due dates or just the process of the work that we're supposed to do?
486 For our task today what is ROM and Material specifically asking us to do?
487 I haven't recieved my task for today yet...I've completed all worklogs and notebook entries.
488 What will we be discussing today?
489 The graphs indicated the advantages and disadvantages of each power source and control sensor.
490 The graphs enabled us to compare power sources and control sensors given their strengths and weaknesses in relation to the five main attributes.
491 The NiCd out preformed the other power sources in 3/5 aspects
492 It was obvious that one power source and control were obviously the best choice...but then they both faltered in the area of of cost.
493 The Strain-Gauge and the Piezoelectric both preformed will in payload but they were more proficient in agility and safety respectively.
494 I choose safety and durability over everything else. You want to be able to be dependable if you want to move forward as a company.
495 I wouldn't say "obvious" because we did have to ration on which attributes were most important, and the component that strongly upheld most of the five attributes....I ended up going with the NiCd power source and the Strain-Gauge sensor.
496 I thought that the payload aspect was paramount so thats what guided me to the NiCd battery
497 I prioritized cost, safety, and agility when choosing a power source and control sensor.
498 The graphs projected the supposed aspects of the battery power and use through the tests done. We could see and pick out each individual batteries strength and weakness through this. I picked the battery that had the best outlook throughout all of the tests.
499 With the graphs I could easily draw conclusions about each type of component given their areas of strengths and weakness.
500 @Amalia: Agreed!
501 come up with a common aspect that we think makes one power source the particular choice?
502 I believe that further research should be conducted and a final selection of the power source and control sensor should be made...
503 Select a final battery and sensor to fulfill the requirements of rescue-tek's philosophy in terms of building an exoskeleton.
504 @Amalia: yes because there must be a preliminary outline for the qualities of a product
505 Final selection of a power source and control sensor
506 Correct
507 Yes
508 did you main notebook?
509 do you assign the new work long?
510 worklog*
511 Did you mean notebook?
512 I received my assignment really late, and had prior commitments to which I just found out about the task. Is it alright if I submit it by tonight?
513 @Amalia: I received my assignment really late as well.
514 Okay, good (in a sense).
515 I just panicked because the deadline was that night or by 9am the next morning and I haven't checked the email until I got back later in the day...
516 Same thing happened with me. Hopefully my assignment gets reviewed...
517 there will be another team meeting today?
518 I'm finishing up my worklog now.
519 I am too
520 worklog for which assignment?
521 A worklog must be submitted evaluating your research on the internal consultants
522 I made a notebook for the internal consultants but now I cant seem to find it and consequently make a worklog
523 i just submitted my work log. Now onto the Assessment request
524 ok
525 ok
526 ok
527 alright, and that is based off of the internal consultants requests?
528 Will I be able to learn more about the "PAM" actuator from the link in the email from Vendant?
529 Alright, sounds good
530 I would Like marketing and sales please
531 I
532 I will focus on quality
533 ok- with that being said I would like to look at DaShawn with bio med and risk
534 Oh, sorry, Meredith Yamasaki-Nolan
535 and then I look specifically at DaShawn
536 Oh, Paulo Henriquez\\
537 so is that all @justin?
538 will we be receiving an email regarding our next assignment?
539 (the design of the prototypes?)
540 I thought I just submitted my recap of the the meeting
541 you would like me to re write what I have written because it it not in depth enough or you simply have not received it?
542 sorry I'm confused because I submitted it 13 minutes ago
543 I resubmitted
544 is this required for right now? or is it acceptable for me to work on this on my own? (have to go to class)
545 By citing sources, we are just citing the specific technical document being referred to, right?
546 Ok, great
547 I'm unable to submit notebooks, however they are saved.
548 I reviewed and witnessed your notebook entry. Your research and recommendations will be invaluable as we move forward with the design process.
549 This is what Vedant sent me. Did I do something wrong? Should I go back and do more research so that it is "valuable
550 Maybe he just wants you to revise.....I'm not really sure though
551 Maybe he just wants you to revise.....I'm not really sure though
552 You're further than I am. My notebooks entries won't even submit...
553 Tiffany, your work was perfectly fine. "Invaluable" was a compliment.
554 I mean Amalia, not Tiffany. Excuse me.
555 Thanks! I was very worried!
556 @Amalia: I'm confused. Are we supposed to just do the REDD's or make batches for each design?
557 I don't think we do batches yet...
558 @Tiffany: Use REDD to design 5 types for our actuator which is the PAM
559 I know that, but what about the batch option?
560 Do we create batches after we create our designs?
561 Good morning!
562 good morning everyone
563 @Amelia: Good Morning :)
564 @Justin Kim: I have not been updated on the latest notebook/worklog entry...
565 @Justin Kim: Morning! I have not received a next task yet.
566 @Justin Kim: I submitted my worklog and it was signed
567 ok I received an email
568 So shall we begin our discussion of our prototype choices?
569 @Justin Kim: Yeah I got it!
570 So should we start off by each of saying what their first choice based on their 5 prototypes are?
571 Same here.
572 Well I can only see Tiffany's and mine.
573 I can only see Amalia and my own prototype designs...
574 I was not prompted to create a design
575 So do we still decide on which 5 to submit? Since it's only two of us is that still possible or valid?
576 Would it be appropriate to derive our design choice from only one other team member's designs?
577 Okay I see Amelia's now too...
578 But Tiffany, what were your top 3?
579 We pretty much had the same designs- PFC and NiCD were our favorites as well as Aluminum and composite materials.
580 Your 4th design, my 4th design, and Amelia's 2nd design. Yeah, ours are pretty similar...
581 We also use ROM 3 and 4
582 Okay. Out of those three, I think my top is Your 4th Design, Amelia's 2nd, and my 4th.
583 So we just need two more then.
584 Yeah I agree, those seem best
585 sure, so as 4th?
586 Maybe we could include Tiffany's fifth design because I also have one similar
587 @Amalia: Your 5th design, it's pretty much the same, just composite instead of aluminum
588 Yeah-then we're looking for one more
589 @Amalia: Your 4th and my 5th would interesting because they use the same components, just slightly different materials.
590 okay, so then tiffany's as 4th and mine as 5th. Is that okay?
591 Is everyone back on?
592 I can only access the chat archive right now...
593 Ok I'm back in business
594 hi ok i couldn't log in.. so to clarify- we'll be looking at Amalia's 4th and 5th designs, Tiffany's 4th and 5th designs and my (amelia's) 2nd design??
595 @Amelia: Yes
596 Ok thanks!! @Tiffany
597 @Amalia: Do you agree with Amelia? Those designs are correct right?
598 I created the batch
599 Let me know if you guys have trouble accessing the batch.
600 @Justin Kim: Thanks, see you Thursday!
601 We need another design to test. My 4th design and Amalia's 5th design are exactly the same. I'm sorry I overlooked that. I assumed that she used Aluminum instead of composite material. Shall we test Amalia's 3rd design? That's the one I was shooting for
602 I will also update the batch !
603 But then again, Amelia's 2nd design is the exact same as my 5th design...
604 It's almost as if we cannot come up with the perfect 5 without a repeat Lol
605 Hi, sorry just got back on after that problem my connection just wouldn't work.
606 for the last one let's do Amelia's 5th design. It's different.
607 Amelia's 5th design
608 Sure
609 Shoud I make a new batch though? The results have already come back....
610 I'll make a new batch but I don't know if they will test it...
611 Good morning everyone.
612 Good morning
613 Good Morning!
614 Hi!
615 Sounds good!
616 ok present for meeting
617 present
618 Present.
619 Present :)
620 ok
621 Ok
622 We chose the ones that us three had in common and then choose the last two based on differences with the ones we already had.
623 Initially, it was not difficult because we found that most of our designs were similar in use of materials, control sensors and power sources. But we ended up going with the designs who's aspects satisfied those of the internal consultants, preferably succeeding in 3/5 areas of the five attributes.
624 they serve as the best group to test so we can closely analyze the prototypes variables
625 I personally thought they had the best mix of material, sensor control, battery, and ROM through the information and test results given to us.
626 We considered the anticipated payload, agility, cost, priority risk number and recharge interval proposed by each internal consultant.
627 We had to think harder and interpret on whether or not the prototype and materials would work and if they would be the best choice in each consultant's preferred aspects and to how much could they fulfill those needs.
628 We then tried our best to factor those into our prototype designs.
629 I used the materials and design elements that worked best with my internal consultants requests
630 Yes! You had to or else you really didn't know what you wanted within the prototypes
631 In terms of a minimal basis given that the internal consultants pushed for higher restrictions on the designs...
632 I think safety, payload, and agility
633 I think safety, payload, and agility
634 I chose to consider safety, payload and agility most, but all five attributes are imoprtant
635 I agree, specifically with agility
636 With my designs, safety was always a factor
637 important*
638 I concluded that the worker's overall safety was more important than cost if anything.
639 I addressed safety by thinking if I myself would feel safe with this type of sensor, this type of battery etc.
640 yes I believe so
641 The suits efficiency was also important, because what's a rescue suit with poor performance?
642 because with the prototype design process showed us how all the elements work together
643 Yes, but lots of room for improvement
644 Yes, but there is room for improvement.
645 Our designs performed well in 3/5 areas but I didn't find it impossible to meet the internal consultant's criteria. Though, it will be difficult to come up with the perfect design.
646 I didn't think they would really affect each other as much as they do now.
647 Each element could make or break the design in various combinations of areas meaning that you have to come up with the perfect combinations of design elements..
648 Is it possible that we could turn in certain elements of our poster by email for editing and critiquing?
649 Awesome, Thank you.
650 Is the presentation due by the next work period?
651 Oh okay, thanks!
652 Should we be working on the presentation? I havent gotten another email
653 okay I just got it!
654 @Justin Kim: Should I create a batch for the designs even though a batch has already been made?
655 @Justin Kim: alright sounds good
656 ok
657 Hey guys, I'm Robert. Can't wait to see what we come up with through this project!
658 Nassim, is there anything else we need to do right not besides the interview?
659 @Nassim Tehrani: Thank you!
660 Interview submitted at 10:27 on September 17th
661 Hi Nassim, I did not receive the email about creating a staff page. Could you resend it when possible?
662 @Nassim Tehrani: I haven't yet received an email refering to a notebook entry. If you could send this to me as well that would be great. As of yet, the only email I have received is the Entrance Interview.
663 I have completed the interview, but I haven't received any other additional e-mails
664 How would I find out what time I completed it?
665 I submitted a time in my notebook but I still haven't received anything
666 Upon completing my Notebook entries, the share button will not allow me to continue even after checking the box to its right
667 @Nassim Tehrani: Got it, thanks.
668 Hey Peter, I was having the same problem last night. I can see your entry because you shared it with us on the shared space but you also have to click the other button in order to submit it
669 @Nassim Tehrani: of course, I see that you're at the University of Minnesota that's about fifteen minutes from my hometown and I almost went there.
670 @Nassim Tehrani: Yes I will do so now
671 so I have submitted all notebook entries and my interview submission has yet to be witnessed. I also emailed Vedant and have not heard back. I have not received anything in regards to what I should be working on or researching.
672 Over the weekend I looked at Pneumatic actuators and how they differ from the other types listed in the REDD setup but otherwise I am at a loss as to what I should be specifically working on...?
673 My staff page has been witnessed, just resent the Interview submission
674 yes it is marked as witnessed at 9:37 on the 19th almost a minute after I submitted it, I will resend it
675 I am working on the Staff Bio work log and assume I will receive more work once it is completed
676 @Nassim Tehrani: I only recieved the staff page email today however I had looked around the page last week and found it on my own. Because I never received the email for the staff page assignment, I was not aware of the notebook entry after the assignment
677 do we simply do the meeting through this chat archive?
678 What do you want to hear?
679 I've been looking at the REDD modules we are allowed to use and it seems that we're working on only the legs or transverse plane...
680 I have not gotten to the graphs
681 I just began mine because I just received the email for the research during class today
682 Before we address this, where is everyone at in their research?
683 I was just about to do the graphs.
684 I am at the same place Peter is
685 has anyone completed the graphs?
686 I was about to start the graphs.
687 Alright, I'll take that as a no. Nassim, where do you want us in our research before this meeting continues?
688 I'm at that same point Peter.
689 Can we all agree to meet at say, 10pm tonight on this chat source to discuss the graphs that we should be able to look at by then?
690 the chat archive will still be viewable by then by our supervisors and then we will be caught up in regards to research, graphs and the first team meeting
691 I don't think they will send them until we finish the research notebook
692 Can't we just do the graphs real quick right now?
693 Does anyone know how long they take?
694 Some people are really behind, but I think 10pm is a fair time for everyone to get caught up.
695 Why don't we all do our graphs and submit a summary and explanation of them to this chat by 10PM?
696 If you have the graphs complete them and write your thoughts, as we finish them ourselves we will look over what other group members said and add our own opinion/criticism
697 we'd also have all of tomorrow, basically throw any input in when you can and we can read it in the chat archive whenever we have the time
698 Alright.
699 @Nassim Tehrani: Will that work out if we do our graphs by 10pm?
700 So as of know we are inputing our graph reflections as we finish by 10pm. Any objections?
701 *now
702 So to clarify we are to have our graphs completed by 10pm but our reflections are postponed?
703 How can I make my chat window smaller? I need to use both windows if I'm going to complete my graphs.
704 For the power source I found the best one would be NiCd. And I found the best one to be either the Piezoelectric or the Strain-Gauge. Both of these are based on the being the most "even" graphs.
705 I agree with Mitchell with the power source. NiCd offers the best all around support of the three options. I decided in my opinion that Piezoelectric was the best sensor. It offers decent middle ground agility and recharge interval but has the benefits of the highest safety rating. I think this would be worth the higher cost.
706 @Nassim Tehrani: I have finished the research notebook, can you witness the entry so I can work on my Work Log and graph?
707 I would also agree that the NiCd battery should be used. It has the highest payload and agility ratings, plus the safety is still acceptable. And it's significantly cheaper than the alternatives while the Penzioelectric control sensor isn't much more than the strain gauge while making up for any safety deficiency.
708 I have submitted two notebooks and received emails explaining that they were not what they had wanted and they were very unclear as to how to make it better
709 they mentioned that they wanted the tables to be accurate with their past research so I added the tables that we used to base our graphs yet received a second email explaining that it was still not sufficient
710 I could not figure out how to do that. I made them in the REDD program but found no way to put them into notebooks so in the notebook I mentioned that I had made them and to see REDD modules
711 @Joseph K: At the top of your notebook page when you are working on it there is a paperclip you can click on which will allow you to attach things such as your graphs. Its right next to the submit button. You can also go to your graphing tool and there
712 thanks
713 Are the team meetings conducted in the chat or as a group in class?
714 Ok, so what is the subject of the meeting?
715 I found most of you saying that the NiCd battery was the best choice
716 but I thought that the PFC despite being more expensive would work better for our situation
717 I thought the NiCd battery was the best and the Piezoelectric sensor.
718 I found the NiCd batteries seemed to be the best choice because they offer good all-around support in the desired fields
719 If you really think about it we don't need the sensors and batteries to be the absolute best all around
720 we are using them for search/rescue during disasters correct?
721 Why do you think that
722 @Joseph K: Why is that? I agreed with Mitchell about the Piezoelectric
723 I also agree with Mitchel, I think safety and performance are our greatest worries and the NiCd batteries help us do this at the lowest cost
724 Yes but why PFC over NiCd?
725 I also thought the best power source was the LiPo battery. Not only did its safety make it a top choice but in addition, it has a much high efficiency than NiCd
726 we can assume that we dont need a whole ton of agility as they all fail within about 40 degrees per second which is very fast....I looked up how much the payload difference is for each skeleton type and realistically even with the stronger battery we wouldnt be lifting cars
727 the most we can lift with the PFC (ideally) is about 450 lbs
728 Piezoelectric
729 @Peter H: I only found the LiPo batteries to be stronger in payload.
730 the other batteries or sensors only add so much more to this payload weight so even if we have the best payload ability we still won't be lifting cars or anything insane like that
731 The Lipo had the lowest safety rating out of all the batteries
732 What about the LiPO?
733 And no one power source or control sensor performed well on every attribute. They all had their strengths and weaknesses.
734 Piezoelectric sensors I think are the sure way to go. Agility is important for the safety of the operator when in an area which is hazardous. As for LiPo, I agree with Carl that a low safety rating is not something to be taken lightly and I believe a company or operator would be willing to pay for a much safer piece of equipment
735 the safety and recharge interval seemed to be the most important to me as we will need the skeletons to hold up in disaster conditions while being used as long as possible
736 I would also compare the outputs of LiPO and NiCd in the Standard Position Control Sensor graphs.
737 The NiCd performed very well from an all around standpoint, as did the piezoelectric sensor based on the graphs
738 Graphs helped show the strong and weak points of each battery. I chose NiCd because they are pretty average all around and are the most cost efficient.
739 It seems we are all in concensus about the Piezoelectric does anyone disagree with that?
740 I disagree with Joseph, agility would better help deal with or completely avoid hazards in a dangerous environment
741 I'm still sticking with the NiCd since it only has one least desirable feature and that's its battery. The other two have three least desirable features.
742 look at how they measured the agility, the differences between the batteries agility are very minor and only while operating under their maximum payload
743 I agree with Mitchell, also we need to save costs somewhere, and the NiCd battery is the cheapest
744 @Mitchell: That is a good way to look into the graph for the battery.
745 @Carl: That's exactly it if we are going with a more expensive sensor when then need a cheaper battery, while not really sacrificing quality.
746 @Joseph K: Even disregarding agility NiCd still maintains a better all around battery because the others have specific flaws
747 Does anyone disagree that the Piezoelectric sensor is the best suited
748 I would agree.
749 Are there any major objections to NiCd and Piezoelectric?
750 I do agree that based on the graphs the NiCd battery is the best choice for the project based on overall cost and efficiency, I think it would also be worth it to test the other batteries in the field as to get a better idea to what we will need
751 Yes I agree as well
752 Any objections to NiCd as the Battery?
753 I think we can all agree on Piezoelectric
754 Agreed with NiCd
755 So it seems that our final decision is the Piezoelectric combined with the NiCd?
756 I still do not agree with NiCd because its low efficiency will puts limits on its uses in almost all areas.
757 @Joseph K: No disagreements to more field testing. I'd like to see testing in poor weather conditions like heat, cold, rain, etc.
758 I think it would be cool to run an experiment set up to use the Piezoelectric sensor with the different batteries
759 I agree to test the other batteries out, but for now I say we just stick with the NiCd and Piezoelectric for now and in the future we can test the other ones.
760 @Peter H: How is NiCd that low efficient?
761 @Robert: if you do some external research on NiCd batteries you can see that they are quick to burn up and not as reliable as other batteries
762 Agreed
763 @Mitchell: Agreed
764 If you notice in the experiments they were all done with a standard position control sensor powered by the different batteries
765 They do still appear to be the best choice for now
766 As for reliability, Toyota has used them in the prius since its debut.
767 If I were Vedant I would allow us to run an experiment that allows us a prototype using a piezoelectric sensor and test how the different batteries work with it
768 Something similar to a field test
769 I would assign tasks that use the batteries and sensor in experiments.
770 @Nassim Tehrani: Take our selections and combine them in an exoskeleton and undergo specific testing of that combination.
771 I agree with Robert and specifically to use the Piezoelectric which we have already agreed on
772 @Nassim Tehrani: A more in depth study of the benefits of each battery that involves experimenting with each type using the piezoelectric sensor we agreed upon.
773 We need to do some sort of testing in the environment in which these exoskeletons will be used
774 I think everyone is agreed in field testing of our choices would be our next assignment.
775 I think we should set up two simulations, a burning building and an artic rescue. This would also allow for a heat and cold testing
776 If we need to do more research then I would assign articles where they show the sensors and batteries in real life things, like cars or anything else.
777 Yes, lets try that, we have already seen articles and data about each but in order to make an informed decision we need to see these batteries performing.
778 @Carl: I agree that we need to set up those different simulations and also include a control one under normal circumstances
779 @Robert: yes
780 I would like to add a rain/water element to each simulation.
781 is there anything else we'd need to consider? Heat, cold, water damage...?
782 high wind conditions
783 would snow or a broken watermain/firehose work?
784 earthquake/shaking senarios
785 high climbing, if they can balance on steep inclines for mountain rescue
786 It may also be useful to see how these batteries perform when they begin to lose output. This way, we can observe how quickly the battery loses power before dying.
787 Only if its currently snowing. I want to see how the elements of our design hold up against being wet. Water and electrical components haven't exactly been friends. I don't know if wind is necessary but shaking would help test agility.
788 So Nassim what you're saying is we should conduct outside research on our sensor and battery choices?
789 @Joseph K: I think that would relate more to the control sensor that the power source.
790 I think that would be more of a test for the mechanical shell part of the exoskeleton
791 @Peter: also consider the way that each battery decides to apply it's charge to the unit as a whole, if it doesn't apply enough at one time then it may be useful to the suit for a longer period of time yet unable to allow for a change in pressure necessar
792 or climbing
793 yes, ready to move on
794 yeah
795 I think so
796 Yes
797 I am ready.
798 I am having a problem submitting this notebook?
799 I do not seem to have a worklog to edit for this latest assessment.
800 Use the "notebook"
801 Nevermind, it just took a little time.
802 There is no submit button
803 alright
804 It says it is submitted and witnessed and I received an email confirming it
805 thanks it is now working
806 Yes, just waiting on the new email
807 hello team, how do we want to split up the consultants?
808 looks like we each get one
809 can we do it so that we take the corresponding one using the order listed under "Pneumatic" in the top right corner?
810 Don't we all have to do all of them?
811 Ill take biomedical
812 sure I'll take research and design
813 this would mean that Carl takes Marketing and Sales, I'd take Biomedical, Mitchell would take research/design etc?
814 @Mitchell : do just one
815 sounds good, good luck guys
816 oh i get it, ill be quality engineer then
817 I think so
818 @Nassim Tehrani: where do I find the actuator specifications, the company's research? It says they're available in work pro...?
819 Start at Resources
820 Ah, listed as actuator descriptions, thanks Robert
821 3. Based on our prior research, record in your engineering notebook the effects of each actuator (i.e., hydraulic, electric, and pneumatic) on the attributes that your internal consultant(s) care most about. As always, cite your sources. For example, if your internal consultant is concerned primarily with payload, research how it changes as the materials, range of motion, control sensors and power supplies change when using Pneumatic as the actuator.
822 @Nassim Tehrani: to be clear, we should only be analyzing the effects on the Pneumatic system? or does it want us to compare them as well
823 it is unclear in the email
824 @Nassim Tehrani: Is that the notebook and work log about our team meeting? If so it says my work log was submitted and witnessed but my notebook was only submitted and has not been witnessed yet.
825 Nevermind I think I get it.
826 Alright, thank you.
827 Good morning
828 Good morning
829 Good Morning
830 Good morning!
831 mornin'
832 Hey, I had submitted a notebook entry to Vedant with my prototypes and why they should be used but he said it was incomplete. Was there something else that needed to be submitted?
833 May we begin the discussion? I assume we will be deciding which 5 prototypes to test?
834 @Nassim Tehrani: What do I need to do in order to catch up? I have not received an email since my last notebook and worklog.
835 How did everyone's designs turn out?
836 The five designs I created would allow us to test for ROM and Material as variables.
837 Similarly to Robert mine test best for seeing how ROM effects the skeleton's performance
838 Okay so I have a question about the design process. Was there any resource describing the 6 different ROM?
839 I think that it is definitely important to test ROM, but it seemed like aluminum was by far the best choice for materials considering its price and density. I think it is most important to test the different ROMs and the LiPO and NiCd Battery.
840 For example I used Pneumatics of course and then also used NiCd and Piezoelectric because those were what were best suited for my IC. That left Material and ROM. I did one Steel, one Composite, and one Aluminum all will ROM 1 which can compare the material only. Then I also did two more Steel prototypes but with ROM 3 and ROM 6 to compare the ROMs.
841 Looking at the variables we're allowed to test we should decide on just one or two to change and see how they effect performance, assuming we only get 5 skeletons we need to limit what we change as much as possible in order to get an understanding on how important they are to the skeleton
842 I think we should do ROM and Battery type
843 I agree with Carl
844 We already have data on the batteries though. I think it would be important to test Materials and ROM
845 With the Pneumatic Actuator the most effective ROMs to test would be 3, 4, and 5. Since battery life is unaffected until the 4th ROM
846 ROM for sure needs to be looked into as it will effect the overall functioning of the skeleton
847 So we agree on ROM
848 any suggestions on what else to check?
849 We have data on the materials too though. I think that Batteries have more possible flaws that need to be looked in to.
850 Yes I don't think any one opposes checking ROM. I think Material would be important to check because we don't have data on it like we do for the other variables(excluding ROM)
851 Didn't you check Materials Descriptions and Specifications
852 Okay never mind I figured it out. I would agree with the testing of ROM and Battery type.
853 But how much do we know the effect of material based on weight, price, and strength?
854 A fair amount, price for sure is a big factor, and the differences in strength weren't incredibly significant
855 @Carl: You think the data there is enough to go off of without testing it in the field?
856 The biggest variable in the materials was density, but the composite material although the least dense is just way too expensive
857 I agree with Peter, that was the point I was trying to make earlier
858 Well and if battery life becomes a big issue we can always revert to composite because of its ultra light weight
859 I dont know how valuable it would be to test materials since there just aren't as many variables within a material as there could be in a power source or ROM.
860 Alright so then Batteries and ROM?
861 Which would we assume to be our material then? Aluminum seems to be the most logical even though it has the lowest strength.
862 I agree with aluminum, the differences in strength aren't that significant compared to the differences in price and density.
863 Yes, despite Aluminum's low strength and bigger risk of corrosion I think it is the best choice
864 Is anyone opposed to Aluminum being a set control on all of our prototypes?
865 Yes, I don't like the idea of using the lowest strength but the steel is just way too heavy and the composite would compromise a reasonable market price.
866 Awesome, How about the control sensor?
867 No
868 Corrosion could be solved by coating it in something which wouldn't be too expensive. I agree to use Aluminum.
869 Piezoelectic, it's just the best all around Sensor
870 does Piezoelectric sound good to everyone?
871 Piezoelectric seemed to be a favorite from before.
872 I think the two batteries we should test are the LiPO and the NiCd, the fuel cell is just too expensive
873 Not necessarily, with 5 prototypes the most we could test is 3 with one battery and 2 with another
874 No argument there. So we still get to test 4 ROM's
875 Alright then my suggestion is to make the 5 prototypes all using aluminum, Pneumatic actuator and Piezoelectric ...I agree that ROM 3 to 5 should be tested, 3 will be our closest ROM to control but which battery should be used to test the ROMs? should we use PFC for one and then NiCd and LiPo for the other two? this should show us best how the ROMs directly effect performance and Batteries effect performance
876 You need the batteries tested to have the same ROM or else we won't know which variable is affecting our results.
877 The PFC is too expensive, we should stick to NiCd and LiPO, we only have 5 designs
878 So for the battery test it will be ROM 3 using a PFC battery in comparison to ROM 3 using NiCd and LiPo
879 Guys, we only have 5 designs!
880 Then for the ROMs we'll use PFC as a control battery so we can see how just the change in ROM effects the skeleton
881 does that make sense?
882 that is only 5 designs
883 Yes, I was just going to say that.
884 ROM 3 with PFC
885 ROM 4 with PFC
886 ROM 5 with PFC
887 ROM 3 with NiCd
888 Using a strong battery life PFC will allow us to better analyze the effects ROM has on performance.
889 I agree with Carl. I say two tests(one with each battery) and ROM 3, then we can do three more with one battery and test for ROM 4,5,6 or any other set of 3 ROMs
890 PFC is too expensive and doesn't meet performance standards, it would never make sense in a real life application
891 and ROM 3 with LiPo
892 5
893 We stick to LiPO and NiCD
894 I am not suggesting we use the PFC in the final, just as a control so that we see how just the change in ROM will effect the skeleton performance
895 Is there a battery you would suggest in replacement?
896 Look as my set for a second. It compares our batteries and 4 different ROMs. Is there any problem?
897 LiPo-ROM 3, NiCd-ROM 3, NiCd-ROM 4, NiCd-ROM 5, NiCd-ROM 6
898 The 6th ROM is too extreme, we would never meet battery specifications
899 I agree that we do not need to test ROM 6
900 Ok how about we stick to NiCd then and we test the following: ROM 3 with NiCd, ROM 4 with NiCd, ROM 5 with NiCd, ROM 3 with LiPo and ROM 3 with NiCd and steel instead of aluminum, this could show us that maybe the heavier steel will not slow it down too much and greatly increase the payload
901 My session timed out and I lost my notebook entry I was working on, I will have it done soon.
902 @Joseph I think we should stick with aluminum, otherwise we won't get an accurate reading on the ROM
903 Ok how about we stick to NiCd then and we test the following: ROM 3 with NiCd, ROM 4 with NiCd, ROM 5 with NiCd, ROM 3 with LiPo and ROM 3 with NiCd and steel instead of aluminum, this could show us that maybe the heavier steel will not slow it down too much and greatly increase the payload
904 Which two ROMs should we test with the LiPO?
905 My suggestion allows for 3 prototypes specifically testing only the ROM completely isolated.
906 I like yours the best, but I think we should stick to aluminum for the 5th prototype and test one of the other ROMs instead
907 would you want to test ROM 6 or 2? are those really necessary to test when we have the opportunity to see if our assumtions about steel were correct?
908 We already decided on aluminum as the material, we're testing the effects of the batteries and ROMs I suggest that we test LiPO with ROM 3 like you proposed but also ROM 4 or 5
909 alright I agree we, then I suggest LiPO with ROM 5 as the 5th one, the 3 to 5 will give us the best idea of how extreme the change in ROM can be with a LiPO battery
910 So final batch:
911 ROM 3 with NiCd
912 Correct
913 ROM 4 with NiCd, ROM 5 with NiCd, ROM 3 with LiPO and ROM 5 with LiPO?
914 any objections?
915 Ok, so we are moving ahead with the aforementioned batch. Good meeting, I've got to go to my next class.
916 Yes, I created the batch, results will be up later, don't forget to do your notebook eventually, good meeting, good luck
917 Also @Peter H: I would suggest deleting your first made batch in case we can only have one batch analyzed at a time
918 Hey Nassim, my group chat is blown up to half of my screen so my notebook, worklog and email are all inaccessible. Can you minimize this for me so I can continue my work?
919 Good Morning
920 Good Morning!
921 Good Morning
922 I can not submit my notebook entry, is there a reason for that?
923 Morning
924 @Nassim Tehrani: The last email I received was saying my worklog for the prototypes was complete and didn't get one after. I was trying to do the notebook entry about the Team Batch.
925 @Nassim Tehrani: Got the email and my notebook is now submitted. Thanks.
926 What is the subject of todays meeting?
927 Will we be starting soon?
928 Please allow them to take their time, a more in depth personal analysis of our results will make for a better, more efficient meeting...the more familiar we are with the results the better
929 I'm still working on my notebook
930 Is everyone ready?
931 alright, take your time Carl
932 I would agree.
933 As long as we all have our results, I think we should be able to start discussing.
934 I am almost done with the notebook.
935 What I noticed is that the increase in ROM produced better payload and agility but significantly set back the other performance features. The change in battery from NiCd to LiPo allowed for a much higher payload for about 60 dollars less and gave us maybe 24 minutes of extra use before needing a recharge. It also caused us to lose agility and safety but only so much that it was no longer ideal. It still met all minimum standards of the consultants. This leads me to think that our best route is to ideally forget about higher ROMs, even 4 was putting unnecessary constraints on our prototypes. At the same time we should not completely disregard the LiPO battery option as tweaking other features may prove that this is in fact a better battery choice.
936 I will elaborate on that at the meeting on tuesday.
937 @Nassim Tehrani: so may we log out and be done for today?
938 Thank you, see you all Tuesday.
939 @Nassim Tehrani: I have been having some difficulties with the workpro lagging on me or freezing up entirely from time to time. Nothing too extreme so I believe I've been able to keep up with all of our work but during our last meeting, I was cut out ent
940 @Nassim Tehrani: Ok thank you!
941 @Nassim Tehrani: My worklog has been submitted but not witnessed. Just want to make sure it got through.
942 Are we required to make a poster for the presentation or are we allowed to produce a different form of visual aid such as a powerpoint?
943 Morning
944 Good morning
945 Let's start!
946 yes
947 Yes
948 Have received any information about this poster yet because I cannot seem to find an email about a poster.
949 yes
950 We decided that during the last team meeting
951 The poster was just mentioned at the end of an email on here. Nothing described yet
952 we decided that the battery and ROM levels were the most pertinent variables and did our best to isolate them as to see how they would directly affect the skeleton's performance
953 That was the best way to use our tests since we could only test five designs.
954 We just decided which components of the exoskeleton were more or less the obvious choice for the final product and which ones needed more testing i.e. (the batteries and ROMs)
955 In reality, I don't know that they factored in much. A lot of them wanted a lot of different things and we were trying to keep as many variables constant as possible
956 Most wanted a high payload and safety standards so we factored what different elements would give us the best outcome to meet those standards.
957 The IC requests made us aware of what sort of attributes are important to the exoskeleton. Cost was one that got us deciding on using aluminum for our frame for example.
958 For the variables that we tried to control (the ones we kept the same from prototype to prototype) we did our best to choose the best features that would hopefully fit their standards
959 Yes, for example the choice of aluminum as Robert just mentioned
960 I would say that was our primary interest, as they are the ones who will use the exoskeletons
961 Yes, I think they just gave us certain areas to focus on that we may not have considered otherwise.
962 I agree, the consultants that specifically mentioned the buyers and users of the skeletons were most important such as the marketing or design consultants
963 Because of them our safety and agility are higher quality.
964 The only impact their interest had was minimizing the cost of the exoskeleton to accommodate their price restraints
965 I think the rescue workers' safety was important. We chose variables which allowed for the best agility or payload for example which did not compromise safety rating for it.
966 We used components like the Piezoelectric Sensor which had a high safety rating but also good all around attributes
967 Most wanted a cheaper, safer and faster equipment
968 I would say it was we got many different results and it gives us insight on which factors matter the most.
969 Yes, several of the exoskeletons fit within the specifications of all the consultants
970 yes, it seems that our first "control" skeleton would have been the best choice, excelling in almost all areas except payload
971 What I noticed is that the increase in ROM produced better payload and agility but significantly set back the other performance features. The change in battery from NiCd to LiPo allowed for a much higher payload for about 60 dollars less and gave us maybe 24 minutes of extra use before needing a recharge. It also caused us to lose agility and safety but only so much that it was no longer ideal. It still met all minimum standards of the consultants. This leads me to think that our best route is to ideally forget about higher ROMs, even 4 was putting unnecessary constraints on our prototypes. At the same time we should not completely disregard the LiPO battery option as tweaking other features may prove that this is in fact a better battery choice.
972 The trial was certainly successful for the variables we tested however I think that if we had been able to test our personal batches we could have likely created a more refined exoskeleton.
973 Naturally we wont find a perfect exoskeleton which will fill all our requirements and desires but the tests gave us back useful information which I would say were the results of a successful trial.
974 Yes, I agree that was the main one
975 The limitations in how many designs we could test.
976 Yes, realizing that it would be expensive or time consuming to the company to test a multitude of skeletons, it made sense that we had to limit our prototypes but it put serious constraints on what we could specifically look at
977 Knowledge on how certain variables effect the pneumatic actuator
978 We will be able to identify variables we want to test from earlier on. This will help us create tests that will maximize the variables we can analyze.
979 We will bring our data specifically with our Pneumatics and all the effects with it and other variables on our exoskeletons to compare with other actuators and their data.
980 The Pneumatic actuator works well with the NiCd battery and piezoelectric control system. It has approvable safety ratings and seems to lack only in payload and agility which is most likely caused by its inability to utilize higher ROM levels
981 I agree with Robert, but they also may be inferior to others in terms of payload and agility.
982 Our pneumatic actuators are very efficient and cost effective.
983 The use of Gas in the actuator as opposed to water makes for a more reliable and efficient use of energy and the Pneumatic design is safer than the artificial muscle outline which severely limits its payload abilities as the muscles are less supportive than the steel or aluminum piping used in our actuator
984 Yes, that pretty much sums it up
985 As for series elastic and electric it will be exciting to hear how those will compare to Pneumatic
986 good meeting team
987 In the time we are away from this class the next day or so should we begin work on the poster or should we wait for further instruction?
988 In which email was the presentation mentioned?
989 So I assume we are done for today? It seems that thursday we will be meeting with other teams
990 Thanks, have a good day
991 Hello Nassim, I am Peter. Nice to work with you
992 Hello everyone, I am Joe. Nice to meet all of you.
993 Hi everyone, I'm Cameron, nice to meet you
994 Hi everyone, I'm Cameron, nice to meet you
995 Hi Nassim, I can't seem to figure out what to do/how to complete the worklog portion of the process. Any feedback would be appreciated, thanks.
996 Hi Nassim, I can't seem to figure out what to do/how to complete the worklog portion of the process. Any feedback would be appreciated, thanks.
997 Sorry everyone i forgot to introduce myself on Tuesday, I'm Fletcher. Nice to meet you all.
998 I also am having a difficult time figuring out how to complete my worklog entry. Could somebody help me out, thanks.
999 Hi, I'm Amirah. sorry for not introducing myself last tuesday. had diffulties with my work spcae.
1000 *space
1001 Are we still missing Kevin?
1002 I'm here, I wasn't able to log in during the Tuesday session but now it's all figured out.
1003 That's good, I was just wondering if there was a mistake or something. How far is everyone?
1004 Yes, I am working on the research on exoskeletons
1005 Yes, that works.
1006 Yes, that works.
1007 I don't think ill be able to finish my research by then. I cannot access the movement of a body in 3-dimensional space document
1008 Okay I will
1009 The graphs will indicate which power source and control sensor to use. I am actually working on the graph right now so I dont know which is best yet
1010 I haven't made it to the graphing portion yet, I just received that email now
1011 I haven't made it to the graphing portion yet, I just received that email now
1012 I've only finished the power source graph but my graph shows that NiCd batteries have a good balance of all five qualities.
1013 I have not completed it yet
1014 I agree the NiCd battery has the best average of the five qualities
1015 For power sources the NiCd was obviously the best but the control sensors all even out in the end and just depend on what is the goal of the exoskeleton they are used for
1016 I am still constructing the graph. Will give opinion when I am done with it.
1017 I am done with the graph, summary, and recommendation. Can we please adjust a time to later hold this meeting?
1018 So what time and day will this new team meeting be?
1019 So what do we do now?
1020 We have not gotten what we are supposed to do after the graphs and all the worklogs and notebooks are done for that right? Or am I missing something?
1021 Can we immediately do the meeting now since everyone is logged in? I think thats supposedly the next step..
1022 yea I've completed everything too, so whenever everyone is ready
1023 yea I've completed everything too, so whenever everyone is ready
1024 We dont have everyone yet
1025 who is missing?
1026 Kevin
1027 I'm here
1028 Now we have everyone
1029 Which one should be the ideal choice
1030 They showed us which sensors/batteries excel in specific areas of interest
1031 They showed us which sensors/batteries excel in specific areas of interest
1032 I found that the combined qualities of the NiCd battery and the piezoelectric sensors seemed best
1033 Also the graphs and experiments done compared how the batteries/sensors were able to preform under different conditions
1034 I think combined the NiCd and Optic Binary might be the best
1035 There was no obvious choice for the sensor
1036 I agree with Joseph. Though I would say almost everyone agrees using NiCd is best but its hard to say for the sensors
1037 They all seemed to have at least one area of weakness
1038 They all seemed to have at least one area of weakness
1039 I agree but the best choice for battery was the NiCd
1040 So it depends on what the overall goal of the individual exoskeleton is
1041 The only reason I do not think that the optic binary sensor is ideal is because of its low safety rating
1042 The only reason I do not think that the optic binary sensor is ideal is because of its low safety rating
1043 Yeah the optic binary sensor provided ideal cost and recharge interval values but its performance was not the best
1044 I also agree with Joseph that the choice for the sensors depends on what the overall goal of the exoskeleton is
1045 The performance of the NiCd would outweigh the weakness of the optic binary
1046 My choices are based on which one is more well rounded, though may not excel in every element but it could at least perform the basic elements
1047 The more area inside the graph the better the battry/sensor is
1048 I thought that at times the graph could be a little misleading because if you look at the size alone, you're assuming that each quality is valued equally.
1049 I would prioritize safety because this aspect is more important for the user
1050 I think safety should definitely be deemed an important attribute since we are dealing with lives of people
1051 I think safety should definitely be deemed an important attribute since we are dealing with lives of people
1052 I tried to pick a battery that was able to preform well and also had a good safety ranking
1053 I agree safety should always be important in our choice
1054 Safety should be important but one aspect of these exoskeletons is to used in life threatening conditions like fires or earthquakes and other such types of scenarios. At that point the safety of the exoskeleton wont actually be the most important contribution to the safety of the user. The user is going to need speed and agility or strength
1055 I think we should decide which battery and control sensor works best for the exoskeleton
1056 I think we can all agree on the NiCd
1057 I think we can all agree on the NiCd
1058 Well the NiCd seems to be the best battery
1059 Which means we need a prompt for the selection of the sensor
1060 I think the strain gauge works best because it is fairly good on all aspect except the recharge interval
1061 Yea I agree with the strain gauge
1062 Yea I agree with the strain gauge
1063 The piezoelectric sensor was an all around good choice from my data
1064 If we choose the NiCd with the strain gauge look at the overall recharge interval
1065 Yes the strain-gauge did preform well but the piezoelectric sensor had a better recharge interval and safety ranking
1066 Very bad
1067 To get the best overall product we would need to choose a combination of the two that results in the best
1068 NiCd only real weakness is recharge interval so I think that piezoelectric is the way to go
1069 Maybe to start considering other variables then just the ones presented in our data
1070 According to the design gantt chart we are going to be deciding which material to use next
1071 So finding more variables like Fletcher said
1072 Yes
1073 so our next task is conducting more research?
1074 so our next task is conducting more research?
1075 Yes
1076 Wait I agree with Camerons question
1077 Yes
1078 We forgot about Peter
1079 Working on it, almost done.
1080 Did you get receive it?
1081 Ok
1082 Thanks
1083 Sorry team. Again I was experiencing many technical difficulties this class period. However, I found that the NiCd battery was the best overall, and the strain-gauge is the best control sensor
1084 I completed my internal consultants worklog yesterday but I have not received an email yet
1085 I have not received anything in regards to our next task
1086 I have not received anything in regards to our next task
1087 I have not gotten an email either
1088 So what do we do now?
1089 same
1090 Just got it
1091 I got it too
1092 So we each need to pick one consultant
1093 Anybody have any preferences?
1094 Not really
1095 Not really
1096 One of the consultants is going to have two of us
1097 I am online
1098 I am online
1099 I can do DaShawn Edwards the biomedical engineer
1100 I will take meredith yamasaki-nolan in marketing and sales
1101 So who does everybody else want?
1102 I can take meredith yamasaki-nolan
1103 Im doing meredith yamaski-nolan
1104 Ill do Paulo Henriquez, the qulity engineer
1105 Ill do Paulo Henriquez, the qulity engineer
1106 I can do laura rivers
1107 Okay so we still have benjamin and laura open
1108 I will do laura
1109 I will do laura
1110 I'll do Benjamin
1111 What sources is everyone reading?
1112 Im reading "Actuator Descriptions and Technical Specifications"
1113 Im reading "Actuator Descriptions and Technical Specifications"
1114 Are you reading any of the pneumatic or electric level performance metrics?
1115 Also "The Effect of Exoskeleton Range of Motion on Series Elastic Actuated System Level Performance Metrics"
1116 I'm sorry for signing in late. I had problems with my internet connection.
1117 Is there any part left for me to read?
1118 I think we only have to evaluate the series elastic and then compare different combinations of other parts and materials with it
1119 Are you sure Kevin? in the email Vedant says record the affects of each actuator?
1120 And Amirah read the email and then look up the info for Laura
1121 Okay, will do
1122 With each actuator or just the series elastic?
1123 Hello
1124 @Nassim Tehrani: I was just about to write to you. I have completed all the tasks up to this point, yet I have not received an email for the next task. Any ideas on what may be causing this?
1125 Yea ive done everything as well and have not received an email
1126 Yea ive done everything as well and have not received an email
1127 Okay sounds good. I never received the email about creating the REDD design either. I'm not sure if this is the next task but I know I have to do this based of the flow sheet.
1128 I am also waiting for the next task.
1129 okay
1130 okay
1131 So how do we start?
1132 All of the prototypes can be seen on the REDD tool I meant how do we start on deciding which to chooce?
1133 I am looking at the balanced design we each made and it looks as though the general consensus is ROM 4 and Piezoelectric
1134 yea we all chose composite material for a good portion too
1135 yea we all chose composite material for a good portion too
1136 How many designs are we allowed to test?
1137 yea I know for the prototype that I tried to balance, the NiCd worked pretty well
1138 yea I know for the prototype that I tried to balance, the NiCd worked pretty well
1139 I agree but it seems we different opinions on the battery we all chose
1140 Yeah it looks the same to mean and most of the balanced ones seem to have NiCd
1141 three out of four have the NiCd
1142 It looks like the series elastic actuator was unanomously used as well
1143 we are choosing 5
1144 we are choosing 5
1145 So what material should we agree on
1146 Se had to use the series elastic haha
1147 We*
1148 oh well i didnt know that. kinda behind
1149 So Composite, NiCd, SE, Piezo., ROM 4 should be one
1150 yea kevin I agree
1151 yea kevin I agree
1152 sounds good to me
1153 I thought the composite material was the best choice
1154 I think we are going with Composite for the balanced one.
1155 So do we have one of those or are we making a new one?
1156 One of my prototypes was exactly that combo so we dont need to make another I dont think
1157 One of my prototypes was exactly that combo so we dont need to make another I dont think
1158 Kevins balanced design works for that
1159 Yep your two are the same. So next prototype
1160 since there are 5 internal consultant preferences should we have a prototype of best fit for each
1161 since there are 5 internal consultant preferences should we have a prototype of best fit for each
1162 I think we should make a design that focuses a minimum of two categories not just one
1163 Should it focus on one category?
1164 It also has to meet the other requirements so it cant focus too much on one thing
1165 no
1166 did we all make a balanced prototype for our internal consultant?
1167 did we all make a balanced prototype for our internal consultant?
1168 oh because I was going to say, our 5 prototypes can be a balanced prototype for each consultant
1169 oh because I was going to say, our 5 prototypes can be a balanced prototype for each consultant
1170 from*
1171 from*
1172 We didnt get all the prototypes made so that approach wont work. The best we can do I think is just decide right now for four focus protypes and design them
1173 We would also have six final prototypes then and some of the might end up being identical
1174 I thought there is only 5 internal consultants
1175 I thought there is only 5 internal consultants
1176 we already have one design
1177 We already decided on an overall prototype above. So four left
1178 @Nassim Tehrani: im working on it at the moment
1179 I think the best thing we could do was have one main focus category we want, like safety, and then have one protoype also focus on the other four categories, each with safety or whatever top category we picked
1180 sounds good
1181 sounds good
1182 I think we shouldn't just focus on one category but maybe two
1183 Then we would have to have prototypes with three categories, Im saying always worry abou one category and tha\\enadd one of the other four categories to the main one. So each design has two main categories
1184 yea what happened
1185 yea what happened
1186 sorry my computer just stopped working
1187 That happened to everyone
1188 @Joseph H: what you said before was quite confusing, can you give an example?
1189 Oh
1190 About the four remaining examples?
1191 @Amirah: About the four remaining examples?
1192 @Joseph H: Yes
1193 Oh I see. Understood
1194 i think hes saying we have an emphasis on safety throughout all of the prototypes, and then on each one emphasize one of the other attributes as well
1195 i think hes saying we have an emphasis on safety throughout all of the prototypes, and then on each one emphasize one of the other attributes as well
1196 So if were to pick a main category would it be
1197 Yeah Cameron has it. And I think safety would be the best choice to do this four
1198 I am guessing we wont all really be able to meet again today so should we just split up the prototypes and have each person make a different one?
1199 For example I could do safety and cost and then put that prototypes up there, and then after we have all five we make a batch out of the final designs
1200 put that prototype* not plural
1201 ok I will do safety and recharge interval
1202 I've got safety/payload
1203 ill do that
1204 ill do that
1205 So we still need a safety and agility
1206 Okay we will all do those. Put them up in REDD and I will make the batch that we can all attach to our notebooks later, or whoever makes the last one can do that. Doesnt really matter who makes it, but call it Team Final Solutions
1207 So there are 4 final prototypes right?
1208 ok
1209 sounds good
1210 does anyone else not have a workspace?
1211 does anyone else not have a workspace?
1212 Okay so we have the safety and cost and payload and cost prototypes done
1213 my workspace still isnt up...
1214 my workspace still isnt up...
1215 its working now, I messed up my title for the design it should read "Agility and safety final prototype"
1216 its working now, I messed up my title for the design it should read "Agility and safety final prototype"
1217 whoever is making the 5th prototype can create the batch
1218 whoever is making the 5th prototype can create the batch
1219 my workspace is still not working so someone else is going to have to do the last one
1220 I could get in earlier but now I cant get in again
1221 I haven't been able to get in at all
1222 I dont know how we can get it done by 9 tomorrow morning
1223 Okay I made last one but named it wrong, it is safety and recharge not cost and recharge. I also made the batch and called it final designs
1224 I still can't get in so I don't really know what to do...if you have any suggestions that would be great
1225 I can easily get in now. I think it was just a timing thing
1226 good morning
1227 good morning
1228 good morning
1229 good morning
1230 Good morning
1231 Good morning.
1232 Sorry the recharge and cost is actually recharge and safety. I misnamed it.
1233 Yes, I believe a
1234 i am almost caught up
1235 The REDD designs and notebook entry
1236 @Nassim Tehrani: I have not yet received the REDD results yet and in the email Vedant sent he said to ask you if I did not receive them.
1237 Yes
1238 I just got them, thanks
1239 Is anybody else done?
1240 I am readuy
1241 ready
1242 for today, the meeting is about choosing 5 designs right? or are we going to just choose based on last Tuesday's discussion?
1243 I just finished
1244 If you have time before or during the meeting you should look at the results of the other batch, I dont know why mine was tested but anyways if you look at the device three cost effective I think it actually meets all the requirements
1245 ok
1246 ok
1247 Sounds good
1248 We wanted to include one balanced design because we all created one in our individual design processes and the other four we decided should focus on one attribute, in this case safety and one other category.
1249 We chose one attribute to be focused on in each of them, and then paired it with each other attribute to get four of the designs. The fifth was just an overall best combination
1250 It provided us with insight as to what attributes the company values
1251 It provided us with insight as to what attributes the company values
1252 We tried to met the requirements of each consultant but we focused more on meeting the requirement of the consultants that we were focusing the attributes on
1253 We wanted to at least try to create 5 designs that all touched on one of the categories that the consultants wanted
1254 That was the main reason we focused on safety for all of the prototypes
1255 Safety in general was our number one priority
1256 We figured a higher safety along with a better agility would be the best for the workers
1257 the worker's safety is actually the primary concern when we design the exoskeleton.
1258 We also thought that a higher payload would also contribute to a greater safety
1259 Thats why most of the prototypes ended up using the ROM 4
1260 Some of them were, some werent
1261 I think the balanced combination and final recharge interval and cost were the best devices
1262 most of the prototypes lack in one attribute
1263 most of the prototypes lack in one attribute
1264 The recharge interval quota was hard to meet
1265 That might just be the case with all Series Elastic actuators though so it might be out of our control
1266 I think the trial gave us a much better idea of the properties of the different parts but I definitely would like to go backand make a few changes
1267 there was no design that perfectly fits all wanted attributes.
1268 Well some of our designs like the balanced combination design were hard to distribute the all the categories equally
1269 Agility and safety were fairly easy however
1270 Yeah cost was hard too
1271 It was also hard to get the cost where we wanted it to be
1272 I didn't realize that safety can be determined not by material choices but by how high the payload capacity is and the agility level
1273 With the graph its a lot easier to understand how our choices actually impact the results
1274 sounds good
1275 ok
1276 I agree with that
1277 I agree with that
1278 Sounds good, have a good weekend as well
1279 Sounds good, have a good weekend as well
1280 goodmorning
1281 good morning
1282 Good Morning
1283 yea I was wondering the same
1284 yea I was wondering the same
1285 What does the email mean about the poster?
1286 When is that due?
1287 same here
1288 Do we have separate posters?
1289 Or is there a big group one
1290 So it is a group presentation?
1291 So with the new group we all create one big poster for a group presentation to the rest of the class?
1292 Or each of us here creates a poster about series elastic to show to this new group?
1293 which
1294 So witch is it?
1295 Thanks
1296 Okay.
1297 is there an outline or instructions on what this final presentation is?
1298 is there an outline or instructions on what this final presentation is?
1299 So with this new group, is the exoskeleton that we are picking being decided once we get there or is it based on the decisions from this group?
1300 Okay, and this is due at the end of thursdays class?
1301 Thank you
1302 @Nassim Tehrani: I just got an email to complete a worklog but I never got the actual worklog. Is there something wrong with the system?
1303 yes, I even tried logging in and out that didnt work either
1304 Hello Justin and Team, I'm Robert. I worked with the Pneumatic team before.
1305 Hi, I am Akash and I worked with the electric actuator before this group.
1306 Hello, I am Amirah. I previously worked with Series Elastic actuator.
1307 Hi, I am Peter. I previously worked with the series elastic team
1308 Hello, I am Jimmy and I worked with the Hydraulic actuator on my previous team
1309 yes i am. and i already posted in the chat that i previously worked with series elastic team.
1310 I worked with the Pneumatic Actuator. For a quick review, its strengths lie in that it is energy-efficient and cost-effective because it only uses pressurized air. However, due to that use of pressurized air, it lacks in its agility and payload capacity.
1311 Ok I had the electric actuator and we kept what we found was as ROM went up the agility and payload went up but the recharge interval went down. All the prototypes we designed were good however I think it need to increase payload and recharge interval and lower cost. I would say the electric actuator is good for agility and safety.
1312 So Hydraulic actuators use fluid to generate work with a piston. It can generate the highest payload capacity, as the fluid is in-compressible in nature, but that also means that it lacks in agility due to friction in the piston rods.
1313 I researched the series electric actuator. The series elastic actuator had a larger payload, but as the ROM went up the best advantage to the series elastic actuator was balanced out in a negative fashion by the rapidly decreasing recharge interval. The series elastic actuator also had a higher cost as well.
1314 I am wondering, did anybody have a prototype that was able to meet the internal consultants recharge interval or is that something we might not be able to accomplish and focus on more important characteristics to the workers such as payload and agility.
1315 No, my previous group was not able to meet any of the requests from the internal consultants. However, we got close on a few designs to meeting requests
1316 What were your two best prototypes you each would have chosen? Our two best were both made with Aluminum, NiCd Batteries, Piezoelectric sensors, and Pneumatic actuators. They differed with ROM 3 and 4. ROM 3 gave us excellent results in all fields except for payload. ROM 4 was the same but lacked in Recharge Interval when it made up in Payload.
1317 We were able to accomplish agility and a couple met safety. our cost met the minimum standards and payload did as well but we were not able to meet recharge interval.
1318 I don't believe any of our prototypes will meet all of the requests. We have to decide if strong suits in all other fields is worth lacking in something like recharge interval.
1319 well it sounds like Robert's was pretty good if we can get a way in increase payload.
1320 @Jimmy: i agree with that
1321 We may have to minimize recharge interval but we shouldn't disregard it completely
1322 My first prototype with ROM 3 managed a 7.38 recharge interval which basically meets the requests. However payload was lowest with only 480.
1323 i would say the best prototype i would choose are aluminum, PFC, series elastic, piezoelectric, at rom 3 - this gave us the best results for getting the longest recharge interval, cost effective and also safety.
1324 Well i had a 2 meet the minimum payload with 536 but its recharge was 6.40 and 6.23. we also made a steel one that was extremely strong in payload but it was bad in all the other categories.
1325 My previous team came up with a prototype that had 876 payload with a 6.58 recharge interval while also being relatively inexpensive and safe
1326 My prototype with ROM 4 had 528 for payload, 254 for agility, 6.85 for recharge, 12740 for cost and 197 for safety.
1327 My prototype with ROM 4 had 536 payload, 314 agility, 6.40 recharge interval, 14315 cost, and 182 safety
1328 We should look at what material we want to use and then pick a few different options for the power source, actuator, control, and ROM components
1329 Lets start with material. Is anyone opposed to Aluminum?
1330 If 6.85 is an acceptable level for the rest of our team, that design worked well and could be compared to the other top models in our new batch.
1331 I think aluminum is fine but i also liked composite
1332 Aluminum and Composite are good options. Steel can carry a big load, but it is heavy and weighs down on the recharge interval, and it is a costly option.
1333 Yeah exactly. I was just about to say aluminum or composite
1334 @Jimmy: I agree with that
1335 I thought the NiCd was the best battery
1336 yes i agree using both of the materials in the final prototypes
1337 We should use both aluminum and composite in our final 5 prototypes
1338 I agree
1339 Yeah id say NiCd
1340 Ok what about battery?
1341 I found NiCd best but LiPO was also a good option.
1342 I agree with the NiCd as the best, but LiPO as another good option
1343 I think we should use NiCd for all of them then. It will narrow our variables and we all seem to agree on it.
1344 @Robert: I agree
1345 Thats a good idea
1346 Next, the actuator?
1347 ya lets do sensor first
1348 What about sensor?
1349 Actuators might need to be one of our main variables. I found piezoelectric sensors to be best.
1350 I thought so too but strain gauge wasn't bad either but i felt piezoelectric was best
1351 i would go for the piezoelectric
1352 I thought piezoelectric was also the best, with strain-gauge being a close second
1353 okay, piezoelectric worked well and so did strain gauge. I think we should test both
1354 That's good ^
1355 because*
1356 I dont know cuz I mean we only get 5 variations and I think we want to try our actuators more i feel
1357 We can only test so many things as we have only 5 more prototypes. What ROM values did you find to work best?
1358 @Akash: I agree.
1359 I thought ROM 4 was best but I think this depends on the type of actuator we use
1360 As for ROM, I found either 3 or 4 to be best.
1361 @Robert, I agree. even though it does depend on the actuators but i think most works best at rom 3 and 4
1362 @Peter S: i agree
1363 Yeah I think ROM just depends on what you are lacking when in testing. For example if we needed more payload we should go with 4 and if we needed more recharge we should go with 3
1364 I agree as well
1365 So, for the actuators, we could have one prototype with each actuator and then have the two additional prototypes be open for additional actuator prototypes
1366 Is there a way to increase payload without going to steel or going too high on ROM becuase my group already tested the prototype that we are suggesting and to test it twice would be a waste i feel
1367 I think we should have actuator and ROM as our two variables.
1368 i think it is more important to test on various actuators than to try and vary the other aspects?
1369 We need to set 3 variables so we can compare actuators.
1370 I wish we knew about the other 2 actuators
1371 I think we should use aluminum, NiCd, and piezoelectric for our set variables. Then we can compare some of the actuators.
1372 Guys we need to pick our prototypes.
1373 So what attributes are we thinking of maximizing?
1374 Safety should be a priority as well as the agility of the exoskeleton. Payload should be close with agility so that the user can actually do what he/she needs to.
1375 i think minimizing recharge interval and cost would be ok
1376 I agree. Probably ROM 4 will be our best option for a lot of these prototypes.
1377 We need to pick our batch with the best components we found through our previous testing.
1378 Let's start with prototypes
1379 What should we use for prototype 1?
1380 We agreed that NiCd battery was the best option, correct?
1381 Use all NiCd batteries. Control gauges 3 piezo, 2 strain guage
1382 @Peter S: agreed
1383 @Peter S: agree
1384 So the actuator is our only variable?
1385 ROM 4 maybe for most if not all
1386 I think we should do 5 different actuators using NiCd, aluminum, piezoelectric and ROM 4
1387 @Robert: agree but for electric I think ROM 5 becuase i have already tested this design with ROM 4
1388 I think we still need to test some other variables but id be okay with it if the actuator was the only thing we tested
1389 Thats really what we are comparing most is it not?
1390 We will have to disregard at least 2 actuators
1391 very well, if we do what I suggested we can test those and ignore any pneumatic actuators because I have the results already.
1392 I have the results for ROM 4 in electric
1393 So we will be disregarding the pneumatic actuator
1394 maybe try a composite with the pneumatic
1395 I have to go to class. I already have results for Pneumatic actuators using aluminum NiCd piezo and ROMs 3,4,5.
1396 Sorry I have to leave. Good luck guys.
1397 @Robert: real quick what do think about testing compostite with it
1398 Go for it if you want to.
1399 Yeah I have to go too. But when testing the series electric definitely use ROM 4
1400 I trust you guys to make a good last batch and you know what prototypes I have tested already.
1401 Ok I will make the batch after my next class I have a general idea of what we want
1402 Sounds good. Thanks Akash
1403 @Akash @Amirah @Jimmy @Peter S @Robert: I am incredibly sorry guys, I've been having trouble with ResNet the past couple days. I do the internship from my dorm room, like others might do. ResNet has been booting me out and not letting me re-register and d
1404 I created the batch is there anything special i have to do to submit it or is creating the batch like submitting it?
1405 I have no idea.
1406 Morning everyone.
1407 Good Morning
1408 Anything we should be doing in the meantime?
1409 Yep, completed yesterday.
1410 @Justin Kim: Forgive me, but I'm fairly uninformed of the instructions on said presentation. Where could I find details?
1411 Should we each be working on an individual presentation?
1412 Oh, I see that now
1413 Yup, I just saw the email from Vedant
1414 @Justin Kim: Would you mind clarifying: the individual presentation and poster presentation are different, or the same? Is one done with our group, or is all done by ourselves?
1415 @Devin: So by working on the presentation, you mean simply prepare relevant information that I can share with my group the next meeting session when we meet in-person?
1416 @Justin Kim: I have not yet received the work log to complete but I will get it done as soon as it is recieved.
1417 @Justin Kim: Woops, meant so send that to you and not myself.
1418 Just got it. Will be done soon
1419 I submitted my first notebook and now I'm working on the second one about the REDD analysis
1420 @Justin Kim: Am I all caught up?
1421 sounds good
1422 @Justin Kim: Am I all caught up?
1423 @Justin Kim: I have done all the worklogs assigned
1424 So, do any of you guys think that one of your old designs from the first REDD batch seem more applicable than the second batch?
1425 @Justin Kim: That's what I was attempting to initiate.
1426 @Justin Kim: Oh, right.
1427 I had a prototype using Aluminum, NiCd, Pneumatic, Piezoelectric, and ROM 4 which gave 528 payload, 254 agility, 6.85 recharge, 12740 cost, and 197 safety. I think that one should be considered with our latest batch
1428 Which actuator does everything think worked best?
1429 Pneumatic or electric seemed to be best to me as they are average and have decent numbers in each field with some strengths.
1430 @Jimmy: We just have to be willing to sacrifice recharge interval
1431 Although the series elastic actuator also had good values, and low safety numbers
1432 I'm thinking that the electric actuator prototype worked the best because it had a good payload along with agility
1433 I agree. I think electric was one of the best
1434 I had on with aluminum electric with ROM 4 that had 528 payload 290 agility and 6.16 recharge interval its cost was 13115 and safety 191
1435 I thought electric but I didn't series elastic was that bad either if we want more payload
1436 Maybe what we should do is agree on which aspect is acceptable to lack.
1437 Since every design has some component that isn't very satisfactory.
1438 We should focus on just our team batch. It's already hard enough to come down to one prototype
1439 I think the Pneumatic and Composite would be better than the electric because its very similar in all aspects but a better recharge interval
1440 I think its ok to lack on recharge interval and cost but the other two are very important I think
1441 @Robert: I agree
1442 yes, I prefer both the electric and the elastic series too
1443 @Akash: I concur.
1444 @Jimmy: Okay, thanks.
1445 @Jimmy: Well it's relative.
1446 The cost of each one seems to be already fairly low
1447 During the previous meeting we decided that recharge interval could be lacking a bit
1448 electric and pneumatic are best all around I think
1449 Values in the 13000 are good. Based on the internal consultants request, 13000 was the low value that she wanted
1450 The only downside to the electric is it isnt as safe as the series elastic
1451 Let's hear arguments against the "Pneumatic and Composite" design from our REDD batch.
1452 I think we need something that is good all around like pneumatic or electric. From there its just deciding is a better safety rating more important or better payload?
1453 @Robert: Let's work off that
1454 The series elastic seems to be a better option than the electric because it has a higher payload capacity. Payload was one of the components that we wanted to focus on
1455 I think pneumatic is good but it wasnt the best in the three most important areas
1456 @Robert: Aren't we disregarding that?
1457 Or to refine after what @Akash said, focus on: SEA and electric?
1458 So we can agree that the actuator is going to be either: SEA, electric, or pneumatic?
1459 We agreed that recharge interval could be lacking
1460 the only problem I have with SEA is that it has the worst recharge interval
1461 but if based on the consultants' requests which one will either of you propose to them?
1462 @Akash:
1463 sorry about that
1464 Looking back at the internal consultants requests, one of them says that the suit should be able to operate for at least 5.9 hours
1465 But as far lacking as to be the worst of our tests?
1466 Ya i think the series elastics recharge is too low. I think electric is the best option
1467 @Jimmy: So electric is looking more suitable?
1468 I would agree with @Robert and @Akash
1469 I concur.
1470 From working on the series elastic previously, I can say its one of the most balanced and there are ways to increase the recharge interval, it just decreases the payload and agility
1471 I think electric is looking best
1472 @Peter S: Did you have better results in your first team batch
1473 @Peter S: I believe that we put more importance on payload and agility over recharge interval, so that it not applicable.
1474 If we pick electric do you want me to share my results from the first testing?
1475 @Akash: That'd be great.
1476 Yeah that's why I added in the last part. I'd say the electric is a better option than series elastic
1477 @Akash: Just pick the results which were best and most comparable. we dont need the extraneous results
1478 I think we should 'submit' our REDD batch's electric prototype design as our final one, unless Akash has objections.
1479 Well i had one with Composite Strain-Gauge Exoskeleton Prototype Payload 536 Agility 344 Recharge \tInterval 6.23 Cost 14300 Safety
1480 Composite Piezoelectric Exoskeleton Prototype 536 314\t 6.40\t14315 182
1481 Aluminum Strain-Gauge Exoskeleton Prototype\t528\t320\t6.02\t13100\t201Aluminum Piezoelectric Exoskeleton Prototype\t528\t290\t6.18\t13115\t191
1482 @Akash: We only have 1 minute left.
1483 Does everyone think that we should go with our REDD batch's electric prototype and report time as a decision constraint?
1484 Let's just go with the electric prototype from our batch
1485 I think our first is still best because those are getting pretty expensive and we cant use too much money
1486 @Devin: agreed
1487 yes
1488 I agree I think that the most recently tested one is best
1489 @Devin: agree
1490 so Its the electric acutator from our second test
1491 @Devin: yes
1492 Im good with that
1493 did we get a new notebook?
1494 @Jimmy: I believe we'll just write about it in our Notebook.
1495 I look forward to meeting with you guys on Thursday. In the meantime, @Justin Kim, is there anything we should be doing in between then?
1496 So how do we submit a final prototype?
1497 @Devin: Oh ok
1498 @Akash: We are able to compose a new one ourselves.
1499 Aluminum, NiCd, Electric, Piezoelectric, ROM 5
1500 @Justin Kim: Affirmative
1501 good morning justin. I have completed all assignments including my worklog today and nothing else has come through. I know we are supposed to be working on our peer evaluations right now, however, I have not gotten an email
1502 Justin Kim, I'd be pleased to work on those assignements -- if I had them.
1503 so is this assignment deadline more lenient?
1504 @Justin Kim: I have turned in my colleague assessment. When will Vedant be looking at these notebooks?
1505 @Justin Kim: Sounds good
1506 Thank you Justin!
1507 @Justin Kim: What should we do if we don't receive the exit interview?
1508 I have just received the worklog. So I will finish that and see.
1509 Justin, how do you want me to send you the bonus amounts?
1510 Should I do another notebook entry or an email?
1511 @Justin Kim: you sent me an email saying I did not assign bonus dollars. I most definitely have a notebook entry dated before the due date that assigned every single member of my teams bonus dollars. It was done before the deadline. I will resubmit anothe
1512 @Justin Kim: I never got the email until today. In class thursday I never received it and when I tried to log in saturday I was not able to get on the Rescue-Tek website. I was unaware of this assignment and the deadline.
1513 Hi I am Joe, I used the series elastic actuator
1514 I guys, I'm Peter and I have been working with the pneumatic actuator.
1515 hello everyone
1516 I was working with team electric
1517 Should we start discussing?
1518 Thats what discussing I was meaning
1519 The series elastic actuators were really good with agility and with safety but the recharge interval was not very good and the cost and payload were average at best
1520 Peter what do you mean exactly by efficient?
1521 The pneumatic actuator is very efficient and has a very reasonable cost. It has average payload capacity and above average agility especially in the higher ROM
1522 Okay thats what I thought I just wanted to clarify
1523 It has a high recharge interval
1524 How was the safety for yours?
1525 Hey everyone, I was part of the Hydraulics team.
1526 How did your actuator perform Arden?
1527 Hydraulic actuators had a very high payload capacity.
1528 What about the other four categories?
1529 Composite.
1530 Normally the piezoelectric control and the NiCd battery with ROM4
1531 Which material did you all find to be the most effective for your exoskeletons?
1532 sorry, I was having some technical difficulties
1533 Base your results off which categories from the consultants were easy or hard to meet
1534 The requirements they asked for I mean
1535 well to me the recharge interval was pretty good, but I can not really compare without seeing your statistics
1536 How about the other three?
1537 I believe the agility and recharge interval categories were fairly easy to meet requirements
1538 Did you all find it easy to stay under 14500 per unit
1539 hi
1540 Most of the series elastic ones did but it wasnt exactly easy
1541 Hi Amelia which actuator did you have?
1542 ?
1543 PAM
1544 How did it perform in each category?
1545 Would everyone be able to quickly give the median of each of the four categories?
1546 maybe, from the team final group batch
1547 sure that seems like the best way to compare
1548 median values for each?
1549 Payload was around 650, agility around 250, recharge around 5.5, cost around 14500, safety around 175
1550 Amelia could you describe how well yours performed in each one? Generally speaking not mathematically yet
1551 Payload 532, Agility 314, Recharge Interval 6.18, cost 14195, Safety 192
1552 So Steven your problems were mostly with payload and the recharge right?
1553 payload: 458.4
1554 I say that we pick the best of each material battery sensor and ROM then do a different actuator for each
1555 we should begin designing the next five since we will run short on time if we don't start now.
1556 Well, I did not think the recharge rate was that bad but definitely payload was an issue
1557 agility: 229.4 Recharge: 7.14 Cost: 13274 Safety:184.4
1558 The recharge had to be close to 7 didnt it? Or am I off on that
1559 Who hasn't discussed their actuator thus far?
1560 All we know from Arden for the hydraulics is a good payload
1561 Otherwise we know pretty much everything I would say
1562 Joseph, that is partially correct yes
1563 3 and 4
1564 Which ROM did you all use most often? I used 4.
1565 Will we each be making the batch or should one intern create them for the rest to attach to their notebook?
1566 between 5.9 and 7.4 but 7 is obviously more preferrable
1567 Each of us should make one from our actuator if thats how we end up doing it, which I still say is the best option, then whoever does it last makes the batch
1568 payload:976.8, agility:234.8, recharge:5.982, cost:14,789, safety:204.8 those were the averages from our final batch.
1569 Yeah Joseph, I agree. However, I think we should choose a variable other than actuator to test in our exoskeletons.
1570 Thats why Im trying to see which of the other patrts everybody most preferred
1571 parts*
1572 Thank you Arden
1573 ok so if we've created our new prototype how do we share it?
1574 Yeah, hydraulic actuators are able to exert a lot of force.
1575 It said in the into how the hyrdaulics would have a high payload because water cant be compressed too far
1576 Did anyone have an actuator that they thought was not even worth testing in our batch due to its shortcomings?
1577 arden, that is an extremely high payload
1578 ok
1579 Amelia i will create a test can you let me know if you can see it and see if youre able to attach it to a notebook?
1580 I dont think we can use the PAM because I dont see it getting a high enough payload,
1581 I figured, considering hydraulics main purpose is to lift and support things
1582 yep I can see it!
1583 yeah, no problem
1584 @Arden: So are you going to make a design with hydraulic ?
1585 Should we all just make the best design for our actuator and then just choose the best out of that?
1586 and alright so it doesnt matter who makes what we can all a=makea batch out of it
1587 NiCd
1588 Which battery did everyone find to be the best power source?
1589 We used NiCd, as well.
1590 I say we use the niCd for each prototype then for sure
1591 With our actuator NiCd was without a doubt the best
1592 I think everyone is going to make one. The test one I made and Amelias arent going into the batch. Those were to see if it worked
1593 I just submitted mine so we should have the full batch
1594 I believe we need arden and Peter to make a prototype
1595 I can make one for series elastic now though
1596 I dont think the PAM will work out it might be best if we just make a different prototype for our fifth
1597 @Arden: Have you made your design yet?
1598 ok so once everyone (besides me) has submitted there designs then we make them into a batch, and from there we make it into a notebook entry, correct?
1599 why arent you making one
1600 Pam doesn't have a high enough payload @steven
1601 Im sorry Amelia its nothing against you that Im saying is the problem
1602 But yeah that is the idea
1603 Wait!
1604 Okay Ill put the batch together for our notebooks
1605 I see four
1606 We only have three designs
1607 We still need a hydraulic one and the test one I made originally that says test for new team isnt one
1608 What?
1609 I see that we have five
1610 the last four are ready go ahead and makeit
1611 We can use Amelias that she put in, maybe all the other good qualities for hers will outweigh the payload
1612 Thats what I was planning on
1613 Yep!
1614 Alright just making sure everything is on the same page
1615 Okay everyone able to see the batch?
1616 okay good job, now we all have to sum up our points in our notebooks on each actuator correct?
1617 Yeah stephen. And how participated and that too
1618 And also the date and time
1619 Hi, sorry, I was reading something incorrectly and made the wrong prototype.
1620 Okay make the right one and we can redo it. Copy and paste works fine
1621 Can you make the new one?
1622 what is wrong with the one you made
1623 I accidentally was looking at the incorrect row for our best prototype when creating it, so I made one that was vastly more expensive than it needed to be, and the new one has slightly better all around stats.
1624 I updated the batch, make sure to pick the right one
1625 okay i did too but everyone use josephs
1626 See you guys on Tuesday, nice work everyone
1627 Good morning!
1628 Good Morning
1629 Good morning
1630 Is today the day that we will be meeting with our teams in person>
1631 ?
1632 no
1633 I think we should discuss our presentation groups today since the presentation is coming up and it would be nice to see were everyone in the group is in their preparation.
1634 will we starting soon?
1635 Are the presentations as a group or individually?
1636 @Nassim Tehrani: So when you say work on "your" presentation do you mean our part of it?
1637 Okay thank you
1638 I agree
1639 I thought the hydraulic was the best
1640 The series elastic was probably the worst
1641 So how did everyone feel about the results?
1642 I think it is too bad that the Series Elastic actuator is as expensive as it is, and has as low of a recharge interval as it does. It seems to shine in the other categories.
1643 Anybody else have any opinions?
1644 Yes, I thought the Hydraulic was a great actuator. I think that if we paired it with a PFC battery we could also increase the recharge interval.
1645 We cant really change any of the design I think. Then the results would get all messed up
1646 No matter what you do with the series elastic the recharge is awful. the cost is always high too
1647 @Arden: Well I think the cost alone eliminates it as an option.
1648 So is the hydraulic the one we will go with?
1649 Oh, well then in that case I liked the pneumatic and hydraulic designs. The pneumatic had a nice balance in all of the areas.
1650 Yeah the pneumatic was pretty good but is its safety too high? What was the max for that?
1651 And is the pneumatics payload too low?
1652 Does everyone agree with hydraulic?
1653 I would go with either the hydraulic or pneumatic depending on what everyone else thinks
1654 I think that hydraulic is a good choice
1655 No one else is here apparently. We both agree
1656 Lets do hydraulic then. Everyone okay with that?
1657 hi, im here
1658 I would narrow it down to those two, as well, but I worry that the payload for the pneumatic is a bit low, so I would go with the hydraulic over the pneumatic.
1659 Okay thats three votes. Lets do it
1660 Thats what made my decision too Arden
1661 The pneumatic didnt meet some of the requests of the consultants
1662 We had to take out some of the prototypes that were either too low or too high
1663 Our consultants have a lot of influence on cost limitations for the design which helped us to easily eliminate options like the series elastic.
1664 Again, having technical difficulties. I have been refreshing the page since I said hello.
1665 Wow. Im sorry. Do you have an opinion quick before you get lagged out?
1666 Well I think my team had a pretty good model for the electric actuator but the payload was sub-par
1667 the hydraulic is very good for high payload and is pretty good overall.
1668 Is 230 enough agility in your opinion?
1669 I think the payload was too low to make it viable. That was what I said in my notebook entry. So you think hydraulic overall?
1670 Yes the agility just needs to be over 220.
1671 The biggest issue is the cost but all the costs are high relatively so I think hyrdaulic is still the way to go
1672 I think Hydraulic overall, and what about recharge interval? It is also slightly on the low end and yes the price is a bit high
1673 Hydraulic
1674 I still think that would be a good idea to think about
1675 we could just add that remark in our presentation
1676 The recharge just needed to be above 5.9
1677 I dont think we have a chance to change anything anymore
1678 I think the recharge interval could be increased with a PFC power source however this would raise the price.
1679 I think that no matter what we alter there will be a trade off so I think it would be worth is to use the PFC
1680 or yeah just talking about it in the presentation works
1681 Lets do that. Good call
1682 Im saying the PFC change might change other things too
1683 I vote just saying that in the presentation.
1684 @Nassim Tehrani: So do we have to choose one of the five designs already created?
1685 sounds good
1686 I agree
1687 Alright so lets stick with the hydraulic design.
1688 Overall I think it is definitely the best option. I am confident with this decision and just add our other thoughts and adjustments in the presentation.
1689 ok sounds like a plan, see you all on Thursday
1690 Hydraulic it is.
1691 Yes that is correct
1692 The hydraulic actuator may not excel as much as the other actuators in the different categories (excluding payload), but it does seem to be at least middle ground, so it shouldn't hinder the operator, either.
1693 hey team, I was visiting family over the weekend out of town, Im running a bit late so I will be to wendt by 8:45
1694 let me know how you guys attach the poster to the fins notebook.
1695 I just sent out another email explaining what I did, and it also included a JPEG copy of the poster... not the silly indesign file.
1696 I'm sorry! I completely lost track of time and I'll be there in about fifteen minutes!
1697 Hey Nassim could you reset my Presentation worklog. I accidentally sumbited it too early
1698 Hi Nassim, is there any way we can access a list of our original team members?
1699 Good morning! I'm Amalia. I have been working with PAM
1700 I'm Brandon. I have worked with the electric actuator.
1701 I'm Brandon. I have worked with the electric actuator.
1702 Hey all I'm Fletcher
1703 I have been working with the series elastic actuator
1704 Hi, I'm Maggie and I was with the Hydraulic team.
1705 I am from Pneumatic
1706 The electric actuator has a moderate recharge interval, it is the second cheapest, and has a fairly low payload. Its agility isn't very good.
1707 The electric actuator has a moderate recharge interval, it is the second cheapest, and has a fairly low payload. Its agility isn't very good.
1708 The Pneumatic actuator though very efficient, sometimes had trouble meeting agility and Payload specifications
1709 The hydraulic actuator has the highest payload strength but the lowest amount of agility.
1710 PAM(Pneumatic)s, weakness was that it had a limited max force and power output due to its flexible structure, so agility and payload were low. Its strength was that it was lightweight, cheap to produce, and had high recharge intervals.
1711 It was also very affordable
1712 So with the series elastic actuator agility is maximized but payload was usually weaker. Also because of the actuators rapid acceleration it is hard to meet the recharge interval in a design
1713 My team's prototypes all had way too much agility and were low on payload and recharge interval. We tried to pick "optimal" parts, so certain other options would not necessarily be good choices. I think we should use an actuator with low agility and high or moderate payload and recharge interval.
1714 My team's prototypes all had way too much agility and were low on payload and recharge interval. We tried to pick "optimal" parts, so certain other options would not necessarily be good choices. I think we should use an actuator with low agility and high or moderate payload and recharge interval.
1715 What was the average recharge intervals of everyones prototypes?
1716 Same here, 7 hours for the pneumatic
1717 Probably around 6.2, although I didn't actually calculate it yet.
1718 Probably around 6.2, although I didn't actually calculate it yet.
1719 The Pneumatic Actuator prototypes averaged around 7 hours
1720 For series elastic the average recharge interval was around 5.9 hours
1721 Hydraulic also has the highest cost and the second lowest recharge interval.
1722 actuator
1723 Oh i meant the artificial muscle actuatir
1724 Amalia did you work with the pneumatic or artificial muscle actuator?
1725 Also for series elastic our designs showed optimal results in safety ratings for the most part
1726 Around 6 hours.
1727 Pneumatic or PAM might be good then, so that we can use other power-draining options that help the other attributes.
1728 Pneumatic or PAM might be good then, so that we can use other power-draining options that help the other attributes.
1729 We are trying to choose an actuator that will help up get within the consultants specifications
1730 There needs to be a balance of attributes so that all the minimums are met and as many higher recommendations are met as possible.
1731 There needs to be a balance of attributes so that all the minimums are met and as many higher recommendations are met as possible.
1732 No
1733 Do the new prototypes all have to use the same actuators?
1734 Do we want to focus on all the categories as much as possible or are we going to choose specific categories to focus on for different designs?
1735 One of the prototypes I would recommend has a Payload of 644N, Agility of 185 degrees/sec, recharge interval of 6.98 hours, cost of $13,160, and safety of 216. Does anyone else want to share one of their most recommended prototypes?
1736 It sounded like we all really needed a higher payload so that should definitely be something we pay closer attention to.
1737 I think we should try all-around designs. These are our final prototypes, so there's not much room for experimenting.
1738 I think we should try all-around designs. These are our final prototypes, so there's not much room for experimenting.
1739 One of mine had a payload of 636 N, agility of 158 degrees/second, recharge interval of 7.3 hours, cost of $12,395, and RPN 198. To increase the agility (and payload a bit) and lower the recharge we could just bump up the ROM.
1740 It wasn't a team prototype but for some reason it got evaluated.
1741 One of mine had a payload of 636 N, agility of 158 degrees/second, recharge interval of 7.3 hours, cost of $12,395, and RPN 198. To increase the agility (and payload a bit) and lower the recharge we could just bump up the ROM.
1742 It wasn't a team prototype but for some reason it got evaluated.
1743 My recommended one has a payload of 876, agility of 218, recharge interval 6.58, cost $13,280, and RPN of 192.
1744 Payload 440N, 233 agility, 7.6 recharge, $13,775, and 179 for safety
1745 One of our better designs had a payload of 638 N, agility of 290 deg/sec, recharge interval of 5.35 hours, cost of 13,925 and safety rating of 178
1746 @Maggie: That one sounds amazing!
1747 @Maggie: That one sounds amazing!
1748 Fletcher and Amelia, do you have prototypes that at least meet all of the minimum specifications?
1749 I agree that one has a very good all around combination
1750 Yeah but its agility level is on the low side
1751 Nah, that agility is between the two recommended amounts, and much above the minimum value.
1752 @Amalia: Do you think increasing the ROM on yours would help bring down the recharge and bring up the payload?
1753 Nah, that agility is between the two recommended amounts, and much above the minimum value.
1754 @Amalia: Do you think increasing the ROM on yours would help bring down the recharge and bring up the payload?
1755 I agree and it is still above 200 degrees/sec
1756 Well there are ones with much higher agility but they have a lover recharge interval and higher cost.
1757 *lower
1758 I'm pretty sure it would....all our prototypes had really low payloads (about 496 and below) but really high recharges (6.5 +)
1759 So Maggie's and a higher-ROM Amalia's might be good options to try. What else might be good to try?
1760 So Maggie's and a higher-ROM Amalia's might be good options to try. What else might be good to try?
1761 We need to have a minimum of a 528N Payload
1762 Brandon's should be good to test as well.
1763 @Margaret: I think with Maggie's prototype, yours with a higher ROM and, mine we have 3 good prototypes
1764 Well the design I suggested earlier meets all the minimum specifications but the only thing that is lower is the recharge interval but this is due to the series elastic actuator
1765 What's the minimum agility we need to meet? Because I like Brandon's but the agility is low.
1766 So do we want to double on some other peoples actuators?
1767 The one I actually got results for was Steel/PFC/Electric/Piezoelectric/ROM1, I think if we test it again it should have higher ROM (4?, 6 seems too high based on another prototype with ROM 6 I had).
1768 The one I actually got results for was Steel/PFC/Electric/Piezoelectric/ROM1, I think if we test it again it should have higher ROM (4?, 6 seems too high based on another prototype with ROM 6 I had).
1769 So far I think we should test Brandons with ROM4, Maggies, and mine, but what about the other two? We need to meet min specifications for everything
1770 We should try to create designs that are balanced through out the categories but each design should still be some what different in its specifications
1771 @Carl: Amalia's with higher ROM (it definitely DOES increase payload).
1772 @Carl: Amalia's with higher ROM (it definitely DOES increase payload).
1773 Amalia's with higher rom?
1774 Yeah, we used a ROM3 for it so boosting it up will be a higher payload
1775 Amalia, are you confident that a higher ROM will get you within the desired range of Payload?
1776 440N
1777 We also didn't use steel...so that boosts it too
1778 Just increasing the ROM from 4 to 6 and changing the material to steel boosted the payload by 250 N between two of my prototypes.
1779 Just increasing the ROM from 4 to 6 and changing the material to steel boosted the payload by 250 N between two of my prototypes.
1780 Ok, so what about our 5th prototype?
1781 What was Amalia's payload level?
1782 7.60 hours
1783 A combination of steel and higher ROM might be horrible for the recharge though. What was your recharge at?
1784 A combination of steel and higher ROM might be horrible for the recharge though. What was your recharge at?
1785 Why don't we just increase the ROM and leave the material the same for Amalia's
1786 Ah. 7.6. Nothing to worry about there. Steel and ROM wouldn't put a large enough dent in that.
1787 That would also be good. Maybe for a fifth we could do the steel and nonsteel?
1788 Ah. 7.6. Nothing to worry about there. Steel and ROM wouldn't put a large enough dent in that.
1789 That would also be good. Maybe for a fifth we could do the steel and nonsteel?
1790 What is the minimum recharge interval needed in our designs?
1791 Minimum recharge is 5.9 hours.
1792 That one sounds good too.
1793 Minimum recharge is 5.9 hours.
1794 That one sounds good too.
1795 I also have another prototype with 560N, 260deg/sec, 6.65hours, $13,460, and 202 safety
1796 But we don't need to actually test it if we know what it is already and don't want to make any specific changes.
1797 But we don't need to actually test it if we know what it is already and don't want to make any specific changes.
1798 So for our final 5 prototypes: Amalia's with higher ROM and steel, Brandon's with ROM 4, Margaret's, and my 2 prototypes?
1799 What about the safety rating isn't that pretty high?
1800 We should create our redds so we can put them in a batch.
1801 Sounds good to me.
1802 I'm thinking any designs that are already good should be put in REDD but not be submitted as the team batch, so that we can actually test something by submitting it?
1803 I'm thinking any designs that are already good should be put in REDD but not be submitted as the team batch, so that we can actually test something by submitting it?
1804 Unless we want specific changes to Carl's or Maggie's, they should be put into REDD but not submitted. Is there anything to change about those three?
1805 Unless we want specific changes to Carl's or Maggie's, they should be put into REDD but not submitted. Is there anything to change about those three?
1806 I say we just put all of the prototypes I mentioned into a batch. I think we
1807 're ready to go
1808 Nassim said not to test ones that are already tested. I agree completely, as long as we know what those ones are and how they did on their attributes.
1809 Nassim said not to test ones that are already tested. I agree completely, as long as we know what those ones are and how they did on their attributes.
1810 So we are submitting all the designs suggested except Margaret's and Carl's
1811 Does anyone have a prototype that was close, but maybe two attributes were off that can be adjusted by changing one component?
1812 Does anyone have a prototype that was close, but maybe two attributes were off that can be adjusted by changing one component?
1813 Yes
1814 All of my prototypes basically just need to get a higher ROM and material change...
1815 Aluminum material, LiPo, ROM4*, Piezoelectric. I tried ROM3 but the agility was a little low
1816 Ok so we could throw in some more of Amelia's prototypes
1817 There's one with a payload of 492N, 278 agility, 6.53 recharge, $14390 (due to control type) and safety of 175
1818 Sounds good.
1819 Sounds good.
1820 Brandon, give Amelia the components for your suggested prototype, then we'll throw in the one I mentioned and she'll make a batch
1821 Payload and safety needs to go up, otherwise it's not bad
1822 Okay, just leave me the messge, I have to get to class. But I'll make a batch today.
1823 Thank you, Amalia
1824 No problem!
1825 I entered my new one. @Amalia: Thank you!
1826 I entered my new one. @Amalia: Thank you!
1827 @Brandon, Im sorry, where did you enter it?
1828 @Nassim: You too.
1829 I put it in REDD as "Brandon's v2 prototype for testing"
1830 @Nassim: You too.
1831 I put it in REDD as "Brandon's v2 prototype for testing"
1832 Oh okay! I see it, thanks!
1833 Electric, Piezoelectric, PFC, Steel, ROM 4
1834 Electric, Piezoelectric, PFC, Steel, ROM 4
1835 Ok, thanks guys, I gotta go!
1836 @Amalia: The power source on that one could be changed to NiCd or LiPo possibly? That's the most direct payload up, safety down (RPN up) change I can think of.
1837 @Amalia: The power source on that one could be changed to NiCd or LiPo possibly? That's the most direct payload up, safety down (RPN up) change I can think of.
1838 I'm headed out. I'll check back in the middle of the day around 3:00 and in the evening, as well as other days.
1839 I'm headed out. I'll check back in the middle of the day around 3:00 and in the evening, as well as other days.
1840 Did we submit our final batch for testing yet?
1841 Because I don't see it in the batches
1842 I used two of mine, two of Brandon's (one with NiCd and PFC), and then Carl's. Sorry for the delay!
1843 Its labeled: REDD BATCH Team 2 (10/17/13)
1844 Hi
1845 Good morning.
1846 Hello
1847 sounds good
1848 What if we already finished that?
1849 ok
1850 What is the difference between summarizing the results and then describing the performance?
1851 Ok, I think I'm ready.
1852 Ok, I think I'm ready.
1853 I'll be ready in a minute go ahead and start
1854 Ready here
1855 Ready
1856 None of the new prototypes had more than two attributes better than Maggie's previous one. Hers still seems superior.
1857 None of the new prototypes had more than two attributes better than Maggie's previous one. Hers still seems superior.
1858 I agree. Maggie's has all the qualities we need.
1859 As a refresher, what were the exact specifications for Maggie's prototype?
1860 Yeah and it seemed like the recharge intervals for Amalia's toke a large decrease then we predicted
1861 876N, 218 Deg/sec, 6.58 hrs, 13,280, safety 192
1862 What's it made of? (the components)
1863 What's it made of? (the components)
1864 Yeah, it meets all of the requirements, as well as exceeding the ideal rates in some areas
1865 @Margaret: What's your design made up of?
1866 We narrow it down to one.
1867 We narrow it down to one.
1868 So what designs do we want to choose, other than Maggie's?
1869 Aluminum, NiCd, Hydraulic, Piezoelectric, Rom 3
1870 haha
1871 Probably WonderMaterial, InfinitePowerSource, MagicActuator, Omnisensor, ROM 20
1872 Probably WonderMaterial, InfinitePowerSource, MagicActuator, Omnisensor, ROM 20
1873 Can we all agree that Maggie's is the best design?
1874 The specifications are definitely superior with hers
1875 The only things I slightly don't like about Maggie's are the recharge and agility. Those are still good, quite a bit higher than the minimum, but it's not a serious deficiency.
1876 The only things I slightly don't like about Maggie's are the recharge and agility. Those are still good, quite a bit higher than the minimum, but it's not a serious deficiency.
1877 Ok so any objections to Maggie's prototype as the best design
1878 The other attributes more than make up for it.
1879 The other attributes more than make up for it.
1880 I would disagree with that statement, the recharge interval is quite good as well as the agility, the safety I would say is the biggest concern
1881 Keep in mind that over 200 is bad, below 182 is ideal.
1882 Erm, above 225 is unusable, and over 200 is usable but not good.
1883 Safety (RPN) is good when it's low.
1884 Keep in mind that over 200 is bad, below 182 is ideal.
1885 Erm, above 225 is unusable, and over 200 is usable but not good.
1886 Safety (RPN) is good when it's low.
1887 Regardless, it is still the best design
1888 No, you want a high RPN
1889 whats the minimum safety rating?
1890 I thought it was when it was low.
1891 " I recommend a risk priority number no higher than 199." from DaShawn Edwards.
1892 " I recommend a risk priority number no higher than 199." from DaShawn Edwards.
1893 Ok, so I believe now is the time when we all say "I vote for Maggie's".
1894 Ok, so I believe now is the time when we all say "I vote for Maggie's".
1895 Nevermind I just read the e-mail wrong, you are correct
1896 Correct
1897 So there is not much we can do about the safety rating anyway
1898 Woohoo
1899 well we had to reference what the minimum specifications of one consultant to see if our design was meeting above or below what we had
1900 They helped us determine which prototype to use for the final design based on which one met the most recommended specifications
1901 The internal consultants had preferences and requirements that we needed to match up with, so we choose Maggie's because her prototype was the one that best fitted those needs.
1902 Hers passed all of the requirements and went beyond the most recommendations among all the prototypes.
1903 Hers passed all of the requirements and went beyond the most recommendations among all the prototypes.
1904 Correct
1905 exactly
1906 I agree.
1907 Yep.
1908 I agree.
1909 Yep.
1910 All right, see you guys Thursday
1911 good work team
1912 Bye!
1913 see you then
1914 What sort of a program would you suggest using to make the poster?
1915 What sort of a program would you suggest using to make the poster?
1916 @Nassim Tehrani: Thank you.
1917 @Nassim Tehrani: Thank you.
1918 Maggie Actuator, Brandon ROM, Fletcher Material, Amalia Battery, Carl Sensor
1919 Maggie Actuator, Brandon ROM, Fletcher Material, Amalia Battery, Carl Sensor
1920 Everyone does their references; Amalia Background (exoskeletons); Carl Problem (rescue workers); Brandon Limitations (relative attributes of components); Fletcher prototype specifications vs consultants; Maggie poster formatting and stuff; Carl engineering disciplines; Brandon non-technical issues
1921 Everyone does their references; Amalia Background (exoskeletons); Carl Problem (rescue workers); Brandon Limitations (relative attributes of components); Fletcher prototype specifications vs consultants; Maggie poster formatting and stuff; Carl engineering disciplines; Brandon non-technical issues
1922 Meet Monday 9:00 PM at the first floor computer lab in Engineering Hall in the back, behind the auditoriums.
1923 Meet Monday 9:00 PM at the first floor computer lab in Engineering Hall in the back, behind the auditoriums.
1924 Room 1249
1925 Room 1249
1926 Okay but they are only open until 10pm
1927 The email says we're supposed to turn in the notebook WITH OUR FINAL PRESENTATION by 5:00 Monday. We should probably meet before 9:00 so that we can work on it together instead of just rehearsing it together. Tonight would be the best idea, if everyone checks in. Otherwise sometime during the day would not be the best because of varying schedules unless we only have a couple of people together at a time. Or we can all force Maggie to put the presentation together and then practice it at 9... or just not turn in the notebook at the right time.
1928 The email says we're supposed to turn in the notebook WITH OUR FINAL PRESENTATION by 5:00 Monday. We should probably meet before 9:00 so that we can work on it together instead of just rehearsing it together. Tonight would be the best idea, if everyone checks in. Otherwise sometime during the day would not be the best because of varying schedules unless we only have a couple of people together at a time. Or we can all force Maggie to put the presentation together and then practice it at 9... or just not turn in the notebook at the right time.
1929 So when do we want to put this thing together than?
1930 I'm open 9:40-1:00 and 3:15-4:00... We don't all need to put be there at the same time to put it together as long as everyone gets to approve of it, and of course practice it.
1931 I'm open 9:40-1:00 and 3:15-4:00... We don't all need to put be there at the same time to put it together as long as everyone gets to approve of it, and of course practice it.
1932 I'm free from 1:10-2:15 and 3:20-6
1933 I have a seminar, so i'll likely not make it???but i approve of whatever happens???.but basically I just have to rehearse speaking my part right?
1934 I attached the poster to a notebook and shared it. Does it look alright?
1935 Did you just send it?
1936 I can't see it when you select it in the shared space
1937 It should be in shared space under my name. I haven't submitted it yet.
1938 It just shows up as a blank page when you click on your name
1939 When you click it, something should show up at the bottom of your screen so you can open it
1940 click the "file attachment:final proposal poster" next to "attachments", which is under "shared"
1941 its blank for me as well
1942 there are no attachments on the file
1943 I'll make a google doc
1944 Okay, now look for "poster on google doc" in shared space
1945 did you change the permission of the document to "anyone with link"
1946 yes
1947 I got the link but it will not let me view it
1948 Sorry I copied the wrong link. It should work this time
1949 now its not a link
1950 then copy and paste it
1951 It's not showing up???there's nothing there?
1952 sounds good
1953 yes
1954 Cool. I'll show you guys then.
1955 Are we still meeting at 9 tonight?
1956 Ok, just so you guys know the presentation and draft were technically due at 5 pm today
1957 I'll be able to print at that time right?
1958 Yes
1959 yes
1960 I have tried attaching a file to my notebook and making a google doc but no one is able to view the poster
1961 ?
1962 It is on a ppt. Should I try making it on publisher and attaching it in that format
1963 Nevermind it is on publisher already. What if I save it as a jpeg?
1964 make sure to put it in the shared space as well
1965 Okay, now try that
1966 I see it, looks great! thanks Maggie!
1967 Awesome! So glad we figured it out.
1968 Now we can all submit the link.
1969 thanks maggie!
1970 Im not sure if I can make it tonight???so just to be sure, I'll just be reading off my information of the background info and the reason why we chose our battery?
1971 are we still meeting tonight to practice?
1972 yeah. I'm in room 1249
1973 I have printed out the reference page.
1974 Am I supposed to be able to submit my team evaluations? The final design notebook and worklog were witnessed.
1975 Am I supposed to be able to submit my team evaluations? The final design notebook and worklog were witnessed.
1976 I received an e-mail that my notebook was received and I should write a worklog, however I went to the worklog and it won't allow me to make a new entry
1977 Yeah, it still won't let me submit my notebook for colleague assessments.
1978 Yeah, it still won't let me submit my notebook for colleague assessments.
1979 I am Jordan, and I was previously in team hydraulic.
1980 Hello everyone.
1981 Hi guys im Cameron and I was previously worked with the series elastic actuator
1982 Hi guys im Cameron and I was previously worked with the series elastic actuator
1983 I'm Tiffany and I've previously worked with the Pneumatic Actuator Muscle (PAM).
1984 Hi I am Alex and I worked on the electric actuator.
1985 *no was...typo
1986 *no was...typo
1987 I was in the Pneumatic group
1988 The Pneumatic Actuator was energy efficient along with cost effective, but it
1989 its down sides were its payload and speed of response
1990 For the electric actuator, it had a high acceleration, but it has a low payload
1991 so the series elastic actuator excelled in safety, yet was expensive to produce
1992 so the series elastic actuator excelled in safety, yet was expensive to produce
1993 In trying to balance all of the specifications, the hydraulic actuator tended to fall short on agility, and in order to fix that problem cost and recharge interval typically suffered. Its main strength was a great payload.
1994 The Pneumatic Actuator Muscle was very lightweight but did not have an adequate recharge interval nor was the agility very high
1995 @Tiffany: What does being lightweight do to the technical specifications? Is that good for payload?
1996 @Jordan: Yes, the payload was reasonably high
1997 the elastic actuator's payload was dependent on other factors like material/powersource/control sensor. When working with a steel frame, a NiCd battery, and a strain gauge control sensor, the payload was maximized
1998 the elastic actuator's payload was dependent on other factors like material/powersource/control sensor. When working with a steel frame, a NiCd battery, and a strain gauge control sensor, the payload was maximized
1999 Safety. Okay.
2000 @Cameron: Great observations.
2001 @Tiffany: thank you
2002 @Tiffany: thank you
2003 @Cameron: With the payload maximized, what did the series elastic actuator prototype's agility, cost, recharge interval, and RPN look like?
2004 What Material did everyone use?
2005 Its agility did fairly well, its cost suffered a bit as it was fairly expensive, and its recharge interval also was not the greatest. There obviously are some drawbacks to maximizing payload
2006 my group tested prototypes of all 3 materials
2007 Its agility did fairly well, its cost suffered a bit as it was fairly expensive, and its recharge interval also was not the greatest. There obviously are some drawbacks to maximizing payload
2008 my group tested prototypes of all 3 materials
2009 I typically used aluminum because it is lightweight and inexpensive.
2010 My group used Aluminum
2011 Our group utilized all three materials as well.
2012 Most of our team's prototype designs consisted of Aluminum material in order to keep cost down as well as the weight.
2013 Although my group primarily used aluminum, it did test some steel and composite prototypes.
2014 We tested the composite material as well which can be very good in terms of being lightweight but it is very expensive.
2015 Our group used piezoelectric and Strain Gauge
2016 My team tended towards the piezoelectric control sensor because of its general well-roundedness.
2017 How about Control?
2018 My group used the Piezoelectric
2019 We tested all three.
2020 Sorry 3/4
2021 my group used peizoelectric and strain-gauge
2022 my group used peizoelectric and strain-gauge
2023 so with steel, the prototypes generally were more expensive yet they excelled in payload capacity because of their strength. With aluminum, the prototypes generally cost the least and did well in most other areas besides payload. the composite material was the most well balanced, with cost being the only downside
2024 so with steel, the prototypes generally were more expensive yet they excelled in payload capacity because of their strength. With aluminum, the prototypes generally cost the least and did well in most other areas besides payload. the composite material was the most well balanced, with cost being the only downside
2025 Piezoelectric & strain-gauge
2026 @Cameron: You seem to be recommending composite if the cost is otherwise relatively low, and aluminum if there is relatively high cost and high payload?
2027 yes thats correct
2028 yes thats correct
2029 Our Group used NiCd
2030 yea NiCd was generally the best option
2031 yea NiCd was generally the best option
2032 My group used both the LiPO and NiCd, but we found the NiCd was the superior one. It had better safety and agility.
2033 What power source did everyone use?
2034 In the final team batch my team used exclusively NiCd, although in our previous separate batches there was some dabbling into the other power sources.
2035 Hydrogen Pro Fuel Cell and NiCd
2036 I don't think ROM needs to be shared, since that is overall dependent on the actuator after the control sensor and power source were balanced.
2037 Ok cool. So what does everyone think our finally should look like? I'm guessing the Actuator and Material are going to be the two most debated.
2038 Does everyone want to share (in chat) a prototype (presumably a "good" one) and its specifications in order to examine the differences at each actuator's best?
2039 @Jordan: Agreed
2040 Or we can just talk about which actuator we want and decided on the overall final later
2041 aren't we designing 5 new prototypes? why dont we design one of each actuator with the other factors being constant (decided by us to maximize potential)
2042 aren't we designing 5 new prototypes? why dont we design one of each actuator with the other factors being constant (decided by us to maximize potential)
2043 @Cameron: Good thought. I would agree that we do this.
2044 Although the PFC was expensive relative to the other power sources it ranked very well in terms of recharge interval and its RPN. On the other hand the NiCd battery had a better payload , costed less and had a relatively low RPN
2045 @Cameron: I believe it would be easier to choose an actuator if we saw some numbers to quantitatively compare them.
2046 So maybe everyone present their design prototype results in terms of which one succeeded most in meeting the concerns of the internal consultants....
2047 Well, if we are just going to put the same components on each actuator, it DOES seem that NiCd, aluminum and piezoelectric is the consensus.
2048 I was thinking Aluminum, NiCd, and Photoelectric for the other factors.
2049 @Jordan: Agreed.
2050 Does everyone want to create a new prototype with their actuator, those components, and a ROM of whatever is deemed most necessary to balance meeting consultants' concerns?
2051 yea I think that sounds good
2052 yea I think that sounds good
2053 I think that it does sound solid.
2054 Does that seem like a good plan then to everyone? Or do you want to try a different way?
2055 Sounds good to me
2056 Sounds good
2057 I can do it.
2058 What ROM then?
2059 I'm thinking either 3 or 4
2060 thanks
2061 thanks
2062 @Mitchell: The ROM is whatever you think would be most necessary for your actuator's agility, cost and safety needs.
2063 @Jordan: Thanks.
2064 My prototype has been created.
2065 My prototype has been created "PAM Prototype"
2066 mines done
2067 mines done
2068 My is created too.
2069 I am done
2070 The batch is created.
2071 Mine should have been ROM 4 i accidentally put 3 but its not a big deal.
2072 If you want to fix it it would still be possible, I assume.
2073 Unless that would require additional administrative activity to share
2074 So just make a new Batch real quick?
2075 I made the new batch with the correct pneumatic actuator prototype.
2076 @Justin Kim: Is this notebook entry also supposed to be a meeting analysis, or just justification of the new batch?
2077 Ok everyone its the CORRECT Team 4 Batch, so attached that to the notebooks.
2078 Good work today, thanks Jordan for making those.
2079 Okay. I just thought I would check since it seemed odd that there was no meeting evaluation when all of the other meetings had evaluation notebooks.
2080 @Justin Kim: Okay.
2081 @Justin Kim: You too.
2082 hey guys, does anyone know any details about the final presentation? Like what we are even presenting/ if we are supposed to be working on it outside of class? thanks
2083 hey guys, does anyone know any details about the final presentation? Like what we are even presenting/ if we are supposed to be working on it outside of class? thanks
2084 Fantastic.
2085 yes
2086 yes
2087 I'm finishing my notebook (analysis of testing results). Is there any other tasks to complete for the day?
2088 Ok
2089 @Justin Kim: Should these analyses also be shared?
2090 Unless someone has a different prototypes from the ones suggested in this team, I think either the hydraulic or pneumatic actuated prototype would be best.
2091 really? the hydraulic looks the least well rounded in my opinion
2092 really? the hydraulic looks the least well rounded in my opinion
2093 I'm thinking electric or pneumatic.
2094 @Jordan: Agreed
2095 I was going to suggest the electric actuator as it did well in almost every aspect
2096 I was going to suggest the electric actuator as it did well in almost every aspect
2097 It did to me too, but I noticed that the pneumatic prototype was also significantly cheaper, and had a slightly higher agility and recharge interval.
2098 The payload and RPN seemed to be the only areas lacking
2099 I agree overall it seems like a good choice
2100 I like the Pneumatic because it was rounded pretty well it only lacked in payload.
2101 @Cameron: The electric actuator did not meet the lowest payload requirement. Does anyone (for instance Alex) have an electric prototype that better meets all specifications?
2102 @Jordan: Yeah that is the only downside to the electric actuator.
2103 Payload was a bit off but it performed well overall
2104 When working with the electric actuator, payload was our biggest struggle. When we were able to have a higher payload, the other components really were low
2105 the only thing lacking in the pneumatic was its safety
2106 the only thing lacking in the pneumatic was its safety
2107 In my opinion that is a rather large downside to it--my thought process wondered about the point of an exoskeleton if it cannot enhance your strength much.
2108 I'm going with Pneumatic
2109 @Cameron: The pneumatic actuator had plenty of safety according to the internal consultants' requests--199 was the "middle" request for RPN
2110 Alright then should we go with the Pneumatic?
2111 I believe so....
2112 I feel like im missing something, did we all have the same internal consultants?
2113 I feel like im missing something, did we all have the same internal consultants?
2114 @Cameron: In the notebook entry I shared this morning I listed all of the IC requests in a table-type format
2115 oh ok sorry i must've missed it
2116 so then pneumatic?
2117 oh ok sorry i must've missed it
2118 so then pneumatic?
2119 I would say yes.
2120 I agree
2121 It looks like everyone is agreeing on pneumatic to me.
2122 Before we go ahead and submit it---
2123 Does anyone have any recommended changes to it? Or is it going to stay exactly as tested in the team?
2124 I was looking at my earlier prototypes and that seems to be the best one.
2125 pneumatic / ROM 4 / aluminum / NiCd / piezoelectric
2126 @Justin Kim: Do we have to submit anything individually to show our final design proposal, or are you reporting it?
2127 Okay.
2128 Should we being planning a time to meet as a group to work on our presentation or will our next work period be dedicated to working in our groups on the presentation?
2129 Sound good. Thank you.
2130 Does everyone want to meet in the classroom?
2131 Sure
2132 Is there any suggested presentation duration?
2133 I havnt received the email with info about the poster yet
2134 I havnt received the email with info about the poster yet
2135 How's this for background information:"As interns of Rescu-Tek, our motives were to enhance our understanding of the engineering design process as well as work in collaborative teams in order to create a more efficient exoskeleton design to enable Rescue workers to act sufficiently in disasters."
2136 Yes thank you Justin
2137 Yes thank you Justin
2138 we are in one of the separate rooms on the fourth floor for anyone trying to find us
2139 we are in one of the separate rooms on the fourth floor for anyone trying to find us
2140 https://sites.google.com/a/cortland.edu/exoskeletons-for-paraplegics/ethics
2141 https://sites.google.com/a/cortland.edu/exoskeletons-for-paraplegics/ethics
2142 http://www.ijser.org/researchpaper%5CTrends-and-Challenges-in-EMG-Based-Control-Scheme-of-Exoskeleton-Robots-A-Review.pdf
2143 http://www.ijser.org/researchpaper%5CTrends-and-Challenges-in-EMG-Based-Control-Scheme-of-Exoskeleton-Robots-A-Review.pdf
2144 I completely forgot about the meeting, any way you're all still together? Anything you need me to do? I will do anything needed. I am so sorry. Completely slipped my mind.
2145 I am free all tomorrow if anything needs to be done. Or if I need to meet with someone.
2146 Well, it seems that we might not be in the Engineering Centers Building. We should probably meet on Tuesday wherever we're expected to meet for the presentation.
2147 (At the same time though)
2148 @Justin Kim: I haven't received an email for the exit interview. Is there any way to access it?
2149 @Justin Kim: I also have not received an email for the exit interview.
2150 Neither have I...
2151 The Assessment of Colleagues worklog was the last thing I got an email for, and my worklog is not yet witnessed.
2152 Yea i havnt received anything for the exit interview either
2153 Yea i havnt received anything for the exit interview either
2154 @Cameron: You probably need to eat more Halloween candy first.
2155 It went very well, smooth process. Interesting results....
2156 @Justin Kim: Thank you
2157 @Justin Kim: I just received the email for the peer assessments and I am currently working on it
2158 Haven't received it but it's saved in a separate file for submission once I have access..
2159 It's done but I cannot submit it
2160 The worklog isn't available to me yet....I turned I my notebook though
2161 Thanks Justin.
2162 I am Joseph and I've been working with the Pneumatic team
2163 I'm Kevin and I was on the Series Elastic team
2164 Hello guys, I am Connor and I have been working with hydraulic actuators
2165 How did everyone's specific actuator perform in the tests?
2166 Pneumatic actuators use pressurized air to produce mechanical movement. The use of gas makes these actuators very energy efficient and cost-effective. Unfortunately it does limit the payload and agility features.
2167 Series Elastic Actuators are electric actuators with an elastic element that makes them much safer. However, this elastic system makes them very expensive with a very short recharge interval.
2168 I think our best plan of action is to test a batch that allows us to view at least two different actuators (our two best choices that we will decide now) and also how a change in battery or other variable will effect these skeletons
2169 @Kevin: did you find it fairly simple to meet at least the minimum requirements of the consultants with your prototypes?
2170 Due to the incompressible nature of hydraulic fluid, hydraulic actuators are very strong but also require more energy to function. So our prototypes had very high payloads across the board but at the price of lower agility and recharge intervals.
2171 @Nassim Tehrani: is there any way that we can share our final batch results with eachother?
2172 Nope. The only requirement series elastic was good for was safety.
2173 I don't mean to interrupt, but I would suggest the electric actuator.
2174 Alright so it's fair to say that series elastic is pretty much out of the question unless we were able to use a bunch of ROM that would make the battery life unrealistic?
2175 They can put out a fairly high payload while keeping agility up.
2176 Fantastic, why?
2177 The only thing is recharge interval isn't great,
2178 The recharge interval can be increased by lowering the ROM number.
2179 That's great, do they have a pretty simple time meeting other standards as well?
2180 Very true. and even with a lower ROM number, electric actuators keep a good payload and agility
2181 And by using light materials.
2182 15,020 $$ or less, 200 degrees per second (minimum of 122), at least 528N payload (ideally 880), at least 5.9 hour recharge ideally 7 or more, highest risk at 225
2183 those are the standards requested, can the electric actuator get to around 6 hour recharge levels?
2184 @Nassim Tehrani: Hello, my team worked on the Pneumatic Artificial Muscle actuator. It provided a good recharge interval but had a low payload capacity
2185 I think we can forget about series elastic and possibly hydraulic. I don't think either of those will be the best choice
2186 I think recharge interval is an important attribute, as it allows more time in the field for rescue workers, lets focus on keeping that around 6.5 hours
2187 @Nassim Tehrani: Our designs were also relatively inexpensive. Increasing the ROM number would increase the payload but decrease the recharge interval
2188 My team found that the Pneumatic actuator works very well meeting the standards in multiple prototype designs and I think it will be better than the artificial muscle which is essentially a weaker Pneumatic design
2189 I agree, I think my top two are Pneumatic and Electric
2190 I think our best choice is to explore how good we can make the Pneumatic and Electric actuators function by using different batteries or ROM types or material or ...any suggestions as to how to go about choosing our 5 skeletons?
2191 @Joseph K: I agree, the artificial muscle actuator was too weak to meet the recommendations of the internal consultants
2192 @Nassim Tehrani: we just decided which actuators to realistically explore as they are the ones that best meet the standards looked for by the consultants
2193 My first question is does anyone think we need to test below ROM 3? also would it be worth it to test ROM 4?
2194 I agree my team found ROM 3 to work the best in our models and I predict that we all found similar results with the other actuators
2195 @Joseph K: I don't think we need to test over ROM 4 or under ROM 3
2196 Just curious as to if electric worked better with any other ROMs
2197 @Christian: What ROM's were best for electric?
2198 I would say ROM 3 because of recharge interval
2199 I think lower ROM values have their advantages by increasing the recharge interval, decreasing cost greater saftey. Our best prototypes had 3 or 4 ROM.
2200 @Christian: I agree with that
2201 Awesome so we can agree to keep the ROM at 3 for all of our prototypes?
2202 Artificial muscle worked best with ROM 3 and 4. However 4 lowered the recharge interval so 3 would be best
2203 I agree. NiCd seemed to be the most balanced with electric
2204 Anyone have any thoughts on the power source? MY previous group thought the NiCd battery worked best.
2205 It is cheap and effective
2206 I also thought NiCd would work best
2207 Likewise
2208 Yes, my group also liked the NiCd battery best although the LiPO battery has the ability to make up for a low payload should we need that option
2209 @Christian: you mentioned that the Electric actuator kept a good payload correct?
2210 I think we can just use the NiCd battery then it seems to be a good consensus
2211 What about sensors?
2212 My group tested strictly Piezoelectric, did anyone isolate the control sensor and see what that directly did to the features?
2213 despite being the most expensive we met cost standards in every prototype
2214 I liked the piezoelectric sensor but it is also the most expensive
2215 My group switched between piezoelectric and Strain-gauge depending on what else we were using
2216 My group only tested one piezoelectric and mostly strain gauge. Strain gauge made the design less agile and increased the RPN number
2217 I think piezoelectric is the way to go then
2218 We used piezoelectric and strain gauge sensors, both performed well in payload and agility, but strain gauge had longer recharge and peizoelectric were expensive
2219 I agree. Did anyone test with optic binary?
2220 No, but in the original tests optic binary did use much less power
2221 My suggestion for our final 5 protoypes are 1: ROM 3, Pneumatic, NiCd, Piezoelectric, Aluminum 2: ROM 3, Pneumatic, NiCd, Strain Guage, Aluminum 3:ROM 3, Electric, NiCd, Piezoelectric, Aluminum 4:ROM 3, Electric, NiCd, Piezoelectric, Composite 5:ROM 3, Pneumatic, NiCd, Piezoelectric, Steel
2222 I found one test that used the optic binary and the product was cheaper and had a longer recharge interval than a piezoelectric, but it also had a lower payload and wasn't as safe
2223 that way we can see exactly what the difference between Pneumatic and Electric is and how the change in control sensor and material will effect the performance
2224 I think that's good.
2225 @Connor: any suggestions or do you think we're good to make this batch?
2226 I like it
2227 @Joseph K: That sounds good to me
2228 I've already done 1 and 2
2229 Does everyone want to make one in REDD? I'll do number 5
2230 Final Final 1 2 3 etc
2231 What are you using for titles?
2232 I agree
2233 I made my 2 as 3 on accident I'll fix it
2234 Anyone doing 4?
2235 Is there one I should do?
2236 Also Final Final 3 in REDD has the wrong power source
2237 I could do 4
2238 use the 2nd final final 3. the first i accidentally used LiPO
2239 I made a batch called Final Final
2240 ohh I did the same, I think they're exactly the same, oh well
2241 We can use either one then
2242 @Nassim Tehrani: other than our notebook do we need to complete anything over the weekend?
2243 Okay, good work everyone! See you on Tuesday.
2244 Hello
2245 Hello
2246 yes, ready for the discussion to start at 950
2247 Yes. My worklog won't let me submit anything though.
2248 I am finishing my worklog for the final designs
2249 Shall we conduct the meeting?
2250 I sent it as an email. I couldn't submit it as a orklog
2251 Mine is finished
2252 @Nassim Tehrani: It worked that time. But I tried twice before and it didn't work.
2253 I thought these results were very interesting
2254 I was really surprised by the payloads
2255 Yeah. I think we should go with Final Final 5 because it has the highest payload and is the most well rounded
2256 yes I mentioned that in my notebook the electric and pneumatic were very similar
2257 I think it's too bad that we don't get to make a final one to test if we could I'd rather test more with the composite material
2258 It seems that the material made a significant impact on the payload. Steel provides a higher payload while aluminum provides higher agility
2259 I think that we should avoid using the steel as it slowed down the skeleton and made it far less safe
2260 The composite material seems to work better but is more expensive
2261 And its payload is still pretty low
2262 Yeah that's true, it's slightly better than aluminum however
2263 I agree that the cost is a issue although it still falls far within the marketing requests and I think if we combined it with the Pneumatic actuator instead of the electric it would also fall within the environmental requests
2264 payload seems to be our biggest problem
2265 we had initially agreed to avoid steel as much as possible yet it seems that features other than material had very little effect on payload
2266 @Nassim Tehrani: Most of the internal consultants recommended a high payload which is why the electric and pneumatic actuators were used for the final prototypes
2267 @Nassim Tehrani: We have yet to make that decision although we are doing our best to find a prototype that falls within all of the requested performance levels
2268 Here's what confuses me.
2269 Yeah, the only prototype that falls within the acceptable range of payload is the steel one
2270 On our initial graphs it is shown that strain guage sensors show a much lower payload than piezoelectric yet when we tested these (changing only these) on our pneumatic actuator the same payload resulted.
2271 I think that payload is the greatest weakness of our two actuators so we almost have to choose Steel
2272 I think so
2273 I have a final model that has a payload of 528 agility of 254 interval of 6.85 cost of 12740 and saftey of 197 we could use this one it had ROM 4
2274 So do we want to go with prototype final final 5?
2275 remember we can use our other tests as well
2276 did anyone else have a better prototype from previous group tests?
2277 The hydraulic prototypes had much better payloads
2278 I liked that our prototypes were all low cost
2279 the marketing allows for 15,020 at max and even our most expensive using best material and control sensor did not come close to this mark
2280 do you have any hydraulic prototypes that met the other standards as well?
2281 That one looks good too
2282 Our best rounded hydraulic prototype had 876 N, 218 deg/sec, 6.58 hrs, 13280$ and 193 risk factor
2283 or at least to our final final 5? which we may have to go with based on payload standards
2284 What did our consultants say about payloads?
2285 528 is min payload
2286 I like those numbers
2287 @Connor: I think we should go with that one
2288 We can get that with the hydraulic system
2289 ideally they want 880N
2290 I like the hydraulic model the best, any opposition?
2291 What were the components of that design?
2292 No. It's the best numbers
2293 Hydraulic, NiCd, Aluminum, Piezoelectric and ROM 3
2294 Nope
2295 Ok then that's the final design
2296 Sweet, when will we present it?
2297 Awesome, seems to be our final decision
2298 @Connor: you can check on the updated schedule
2299 also in the resources
2300 technically supposed to on the 12th day of class
2301 I think it's silly that the requirements for payload was missed by our models
2302 from what I can figure out the difference between the lifting force of 528N and 480N is roughly 11 pounds. We threw out some of our best models because they couldn't lift 11 more pounds than other equipment that is generally slower, more expensive, less safe, etc...
2303 876 N, 218 deg/sec, 6.58 hrs, 13280$ and 193 risk factor
2304 Hydraulic, NiCd, Aluminum, Piezoelectric and ROM 3
2305 @Nassim Tehrani: do you have a suggested application to use to create the poster? We are currently using a google doc presentation with the settings at 92 by 106 cm and hope it will print at this size
2306 @Nassim Tehrani: what exactly is the "problem" referring to in the outline? is that our problems with the skeletons or the problems we are trying to solve by making the skeletons?
2307 I haven
2308 I havent received an exit interview email yet
2309 @Nassim Tehrani: Yes
2310 Hi, I'm Brent
2311 Hey Im Kiana
2312 Hello, I'm Madeline
2313 Hey, I am Justin
2314 hi~ I am Ruzhen
2315 @Justin Kim: No, I still writing and researching my summary on exoskeletons, I've got what I can from the rescu-tek resources, so I've started searching of others
2316 It seems last time I did not successfully submit my work. Cuz it did not appears on my notebook now. But i resubmit it now. Did Vedant get it?
2317 A few more minutes please, finishing up the notebook
2318 PFC seems to have overall most desirable and is the expensive
2319 yeah, same here Justin
2320 It showed me that NiCd and the Optic Sensor were the most desirable
2321 The only problem with the optic sensor is that it isn't really that safe
2322 I support Optic Sensor
2323 No, they all seemed to excel in certain aspects, and not in others
2324 each one had at least one rating of 1
2325 for desirability
2326 and like justin said, the control sensors were the same where they all had at least one rating of 1 for desirabililty
2327 and for control sensor none of them had the highest 5 rating. the most was a 3
2328 I liked the piezoelectric control sensor because even though it was slightly more costly it was extremely reliable and safe.
2329 do we have an area that we think is the most important?
2330 best overall ratings
2331 We need to decide on which control sensor and battery source to use
2332 i dont think there is one that is more important than the others.
2333 *one parameter
2334 But we should first know which parameter is the most important one
2335 But all these choice have obvious weakness...
2336 same here
2337 We need to do further research to see if the company or the people who want the product are looking for certain aspects to be excelled in
2338 agreed
2339 agreed
2340 @Justin Kim: Were we supposed to get an email about the next step in the design process after our Graphing Power Sources and Control Sensors worklog was witnessed?
2341 @Justin Kim: thanks
2342 Should we be splitting up the consultants right now?
2343 Sure, does anyone have a preference as to which one they do?
2344 Ill take DeShawn Edwards
2345 I'll take Paulo Henriquez, quality engineer
2346 I got Benjamin Taylor then.
2347 Ill take marketing
2348 i take Laura Rivers, Environmental Engineer:
2349 I think so
2350 yea
2351 read up on electric actuators?
2352 ok great!
2353 So, were there any batteries people thought were the best? I used NiCd and PFC for my own initial batch
2354 So, what does everyone think is the best material to test?
2355 Were there any batteries that stood out to anybody? I used PFC and NiCd in my initial batch
2356 I found composite to be the best, but it was also the most expensive, and the other one I used was the aluminum material
2357 I used NiCd and LiPO.
2358 @Brent: Did you use NiCd more or LiPO?
2359 I used more LiPO, but at a second look I think NiCd is a the better of the two
2360 Yea, I found NiCd to be the better of my two also.
2361 So, should we have at least 2 prototypes with NiCd and at least 1 of each of the other two? Or does anybody want to elimnate one of the other two?
2362 What do we think is more important; the payload or the safety?
2363 I feel like they are both very important, safety for the person using it, and payload to be able to lift bigger objects in a dangerous situation
2364 I think that the safety is more important, but we want to have at least an average payload; if the payload is not up to standard that would not be good.
2365 alright should we test two with the PFC, two with the NiCd, and one LiPO?
2366 @Brent: yea, i was thinking the same thing
2367 @Madeline: Do you agree?
2368 I agree
2369 Cool, so which sensors were the best for everybody? I found Optic Binary and Piezoelectric to be the best ones for my consultant
2370 Yeah I agree
2371 I tested piezoelectric sensors and although the cost was higher than the others, the safety rating was very good which is what we wanted to focus on
2372 So, should we use each of those for the NiCd and PFC, and then we just need to decide which works best with the LiPO battery?
2373 That sounds like a good plan.
2374 And for the LiPO I feel Piezoelectric would be best because LiPO has a bad safety rating
2375 Yeah that's great idea
2376 agreed
2377 Ok, next is material, I found composite to be the best, however also the most expensive, otherwise I used aluminum for my other prototypes, what about you guys?
2378 I tested steel as well. It is a little more expensive, but it has a better tensile strength than the aluminum
2379 Okay, I feel for the design with NiCd and Optic Binary should use either aluminum or steel because it is already using the most expensive battery and sensor
2380 and preference?
2381 and for the PFC and Piezoelectric we could use composite because it is using the cheapest other stuff
2382 For the NiCd Optic I'd say aluminum
2383 @Justin Kim: No, thats the last thing left to discuss after material
2384 okay
2385 Does anyone have preference for the material used on the other prototypes?
2386 We should use aluminum with the NiCd piezoelectric as well; it will even out the high cost of the piezoelectric battery
2387 For the the LiPO piezo, should we try the steel since it is the middle price battery and the middle price material
2388 sounds good
2389 What about the PFC optic?
2390 Okay
2391 This is also middle of the line on price, so steel?
2392 Because even though ROM6 looks better, the recharge interval is very low
2393 Alright, last thing is ROM then, I found ROM 5 to be the best
2394 what about ROM 4
2395 Yeah I think a ROM of 5 works.
2396 Okay, do we want to keep it consistent throughout then? Or change it for certain prototypes?
2397 ^^agreed. ROM 5 is a good balance between recharge interval and payload/agility
2398 I think keeping it constant is fine
2399 @Ruzhen: What advantages did you find for ROM 4?
2400 @Justin: cuz i still finda the charge interval of rom 5 too short
2401 i think may be we should try different rom in a batch to identify which one is better
2402 @Ruzhen: so are you thinking a ROM of 4 or 5?
2403 yra
2404 why dont we keep it consistent and try to keep rom as a constant at rom 5
2405 ^^agreed
2406 @Justin Kim: I can do it
2407 Okay, thanks
2408 ok
2409 Alright so the five prototypes are as follow: NiCd piezo, Aluminum ROM5, NiCd Optic Aluminum ROM5, PFC Piezo composite ROM5, PFC Optic steel ROM5, and LIPO piezo steel ROM5
2410 ok great! who will submit this batch?
2411 @Justin Kim: I have to create some of the devices that we came up with, and for some reason I can't safe them. Do you know why?
2412 @Justin Kim: Never mind
2413 Alright the batch should be up
2414 found it, thanks
2415 @Justin Kim: I don't think I have
2416 @Justin Kim: Ok I got it just now
2417 Should we start the meeting now?
2418 are we supposed to choose one of five?
2419 We chose them by pairing together certain sensors and batteries, then adding the other catagories to the prototypes with what we thought would go best with these combinations of batterys and sensors
2420 We also decided upon which factors (cost, safety, recharge interval, etc.) to focus on and tried to find the combination of materials that would optimize these factors.
2421 Well we try to meet as many as possible by trying to make the best prototype possible
2422 I think the safety is one of the most important factor that we take into account
2423 yes, i believe the team focused on safety and cost
2424 yeah I thought so too
2425 also, a high agility for the rescue workers is key for their movement in high risk situations
2426 Safety, Payload, and agility
2427 agreed
2428 agreed
2429 when we choose the designs, we would avoid to have a too obvious weakness in these 3 factors
2430 I do think that our trial was successful.
2431 We focused on optimizing the safety and cost of the device, but also made sure not to completely ignore the other factors.
2432 I would choose design 2
2433 ummm, some are good, and some designs are not as ideal as expected when comparing them to the IC's requirement. But at least we eliminating some less-ideal designs
2434 I liked that one too
2435 agreed
2436 I think that our Team #2 device is the most optimal design.
2437 it has the highest agility
2438 Hi Justin
2439 Hi Justin
2440 hello
2441 Hi, I'm Jackson
2442 hi I am Shane
2443 Hi, I'm Brandon
2444 Hi, I'm Brandon
2445 Hi, I'm Sam
2446 Is anyone else having trouble viewing the three types of seats for a jet liner picture?
2447 Is anyone else having trouble viewing the three types of seats for a jet liner picture?
2448 i didnt when i went through
2449 I was not able to see any pictures or descriptions either
2450 It's working fine now. Thanks!
2451 It's working fine now. Thanks!
2452 I have a question about the staff pages. Was there supposed to be a page with my name on it before I did anything?
2453 I have a question about the staff pages. Was there supposed to be a page with my name on it before I did anything?
2454 Okay, thanks
2455 Okay, thanks
2456 Do we need to attach our graph to our notebook?
2457 The graphs made it easy to compare the different attributes of the power sources and control sensors.
2458 The graphs made it easy to compare the different attributes of the power sources and control sensors.
2459 The first thing I noticed was that there was not one power source or control sensor that was the obvious choice as the best
2460 I chose based on the best overall results.
2461 The power source that did relatively well in all or most areas.
2462 I pick power sources and sensors that were even across all the different attributes.
2463 I pick power sources and sensors that were even across all the different attributes.
2464 I would look at the numbers and saw how good each power source or control sensor was at each attribute, and then try to see which was best overll
2465 I had to weigh the pros and cons of each power source and sensor
2466 So what did you guys choose as the best battery and sensor?
2467 The area covered by the NiCd graph really stood out to me as the clear front runner
2468 The area covered by the NiCd graph really stood out to me as the clear front runner
2469 The graphs gave us an approximation by showing the area that each individual battery type took up.
2470 The helped illustrate which devices were good and bad with different attributes
2471 They gave us a visual of the data, made it easier to compare them and see the best choice
2472 @Brandon: I agree. It covers the most area on the graph.
2473 I agree with NiCd too
2474 @Brandon: I agree, I like the NiCd also
2475 when it came to the different attributes, i think that all were important in their own way but i think safety is one of the most important
2476 Well not one source/sensor can be the best in every area so we had to sacrifice certain attributes.
2477 No, I just was mindful of the how one device scores relative to other ones
2478 I also chose the NiCd battery
2479 to agree on which power source and control sensor we should use
2480 to agree on which power source and control sensor we should use
2481 Test the battery out with an actual prototype
2482 @Shane: I agree
2483 do more research on the nickel cadmium battery and see how we can optimize it
2484 design prototype
2485 More additional testing to see how different combinations of battery and sensor affect the overall scores for the device in each category
2486 i guess we each choose a consultant
2487 I'll take Paulo
2488 I'll take Bejamin
2489 I'll take Bejamin
2490 Yeah that seams like the best way to go.
2491 and power sensor
2492 Ill take DeShawn
2493 Ill take Laura then.
2494 ill take meredith
2495 alright, sounds good then
2496 @Justin Kim: It says to read read about Hydraulic actuator but then it says to record the effects of each actuator. Do we need to research all of them?
2497 @Justin Kim: It says to read read about Hydraulic actuator but then it says to record the effects of each actuator. Do we need to research all of them?
2498 Yes
2499 @Justin Kim: Okay, thanks
2500 @Justin Kim: Okay, thanks
2501 Is that the end of the meeting?
2502 Thnaks
2503 Our prototypes should just satisfy the specific consultant we studied right?
2504 is anyone having trouble saving the devices
2505 @Justin Kim: I will keep trying to refresh it. I cant attach it to a notebook until i have saved it
2506 it is working now
2507 @Justin Kim: Is there anyway to delete prototypes? I accidentally made one with the wrong actuator
2508 @Justin Kim: Sounds good thank you.
2509 Alright team, anyone have any prototypes that they think should be in the batch?
2510 my first three prototypes all had NiCd Optic binary and ROM 4 with each of the different materials, so that we could see which material was the best
2511 We could all pick our best design and see how they compare to thers
2512 It looks like a lot of designs have steel and the NiCd battery, so probably one with those
2513 Yeah I think the NiCd battery is the best choice for most combinations so lets use that for at least a few
2514 we should try to think of designs that isolate certain aspects
2515 Thats a good idea
2516 I agree with Jackson. Everyone for the most part only used the NiCd power source. I also think we should solely use ROM 4 in order to isolate the material and sensor which had the most variation among prototypes.
2517 I agree with Jackson. Everyone for the most part only used the NiCd power source. I also think we should solely use ROM 4 in order to isolate the material and sensor which had the most variation among prototypes.
2518 That makes a lot of sense
2519 I agree. Using the NiCd battery and ROM 4, lets first come up with a prototype to maximize agility and Payload
2520 Then maybe create another with better recharge interval?
2521 well with NiCd, and ROM 4, the first 3 prototypes can use the same sensor, and each a different material
2522 then the last two prototypes we could use steel and the other two sensors
2523 id say all 3 materials should be used at least once, with maybe steel used again
2524 Yeah that sounds good. That way we can compare the effects of a sensor and the effects of the materials on the device
2525 How do we know what the different effects of different ROMs are?
2526 @Samuel: It was an article in resources
2527 @Samuel: It was an article in resources
2528 there are graphs on one of the resource pages. Everything is optimized around ROM 4
2529 but i would be open for possibly changing one or two prototypes to a different ROM
2530 I saw the 3 graphs in the resources section
2531 The only other ROM I would try is 5 but I don't think the increased payload is worth the recharge interval decrease.
2532 The only other ROM I would try is 5 but I don't think the increased payload is worth the recharge interval decrease.
2533 Yeah plus we will make another batch with our new groups. Once we know the effects of other aspects we can then mess around with the ROM
2534 I agree with Brandon on that point
2535 so what if the first three each are the same (NiCd, optic binary, ROM4) and each have a different material
2536 I think we should use the strain-gauge and piezoelectric sensors.
2537 I think we should use the strain-gauge and piezoelectric sensors.
2538 and then try with the other sensors and using ROM5 and ROM3 for the next two?
2539 Whichever sensor has the lower recharge interval can use ROM3
2540 Does everyone think steel is the best material to use?
2541 Does everyone think steel is the best material to use?
2542 Yeah
2543 im not sure but i would be ok to test it as if it was
2544 i think that would be good, would we want to use steel for the other two
2545 Yes
2546 Do you think the high density will decrease the agility?
2547 Do you think the high density will decrease the agility?
2548 we can make new prototypes
2549 @Justin Kim: we can only use existing prototypes for the batch right?
2550 I can make the batch
2551 So is this good?
2552 disregard that last post
2553 I can make the batch
2554 So is this good?
2555 disregard that last post
2556 1. stainless steel, strain-gauge
2557 1. stainless steel, strain-gauge
2558 @Justin Kim: We agreed that the ROM would be 4 for the first three prototypes
2559 @Justin Kim: We agreed that the ROM would be 4 for the first three prototypes
2560 which sensor do you guys want to use for the first three prototypes?
2561 which sensor do you guys want to use for the first three prototypes?
2562 I think we should use the same sensor for the first three prototypes.
2563 I think we should use the same sensor for the first three prototypes.
2564 i agree, i used the optic binary in my prototypes
2565 I was a fan of the Piezoelectric
2566 Ya i agree, optic binary
2567 Optic binary has the worst agility and safety though while Piezoelectric was better across the board
2568 Optic binary has the worst agility and safety though while Piezoelectric was better across the board
2569 well whichever one we use for the first set, we can use the other two in the last two prototypes
2570 Yeah I say piezoelectric for the first three
2571 im good with that
2572 okay, sounds good. So the first three will have ROM 4, piezoelectric, and use each of the materials, right?
2573 Are we using steel for the last two?
2574 okay, sounds good. So the first three will have ROM 4, piezoelectric, and use each of the materials, right?
2575 Are we using steel for the last two?
2576 yep brandon, that sounds good
2577 sure they will all eventually be tested, and we are more focusing on material for the first 3 anyway
2578 if everyone is ok with that I think it will work fine
2579 4. steel, rom 5, optic binary
2580 5. steel, rom 3, optic binary
2581 4 was supposed to use strain-gauge
2582 4. steel, rom 5, optic binary
2583 5. steel, rom 3, optic binary
2584 4 was supposed to use strain-gauge
2585 sounds good
2586 nevermind,. 5 was supposed to use strain gauge
2587 Everyone agree with those choices?
2588 nevermind,. 5 was supposed to use strain gauge
2589 Everyone agree with those choices?
2590 all sounds good then
2591 yes
2592 Yes
2593 yep
2594 I'm making it
2595 I'm making it
2596 it's done
2597 it's done
2598 thanks
2599 im having trouble submitting my notebook
2600 copy the whole entry, refresh, and paste'
2601 copy the whole entry, refresh, and paste'
2602 that worked out well thanks
2603 What did everyone think of the results?
2604 I was surprised how poor the recharge interval was on most of the prototypes
2605 I was surprised how poor the recharge interval was on most of the prototypes
2606 I think that the two best prototypes were 2 and 3
2607 It is clear that there is no clear single best protoype
2608 I think the increased payload of all the prototypes took away from other categories like recharge interval and safety
2609 We wanted to test certain aspects by testing them directly against each other
2610 We assumed steel would be the best option but that didn't turn out to be the best assumption
2611 We assumed steel would be the best option but that didn't turn out to be the best assumption
2612 We discussed what we wanted to test and how during our last meeting
2613 We decided further testing was needed for the materials, and made assumptions as to what the best choices would be for the other components of the device
2614 We tried to pick parts that would complement each other in order to create a well rounded product
2615 We tried to pick parts that would complement each other in order to create a well rounded product
2616 We took all of their requests into account when we were designing the prototypes. We tried to make the best one in all the categories
2617 Safety was definitely an important factor, and with the next steps in the design process we can work to increase its safety
2618 We also tried to give the prototype a high payload so the workers could do more.
2619 We also tried to give the prototype a high payload so the workers could do more.
2620 Yes safety would be the aspect that regards them. Or RPN
2621 Yes, safety was a big factor for some of the consultants
2622 Most of the consultants concerns dealt with the attributes that affect the worker so yes we did
2623 ROM and safety
2624 Safety and payload capacity
2625 Safety, payload, and recharge interval
2626 safety and payload
2627 Yes, we were able to learn about how different designs factors effect the performance of the whole design
2628 Even if we dont have a final best prototype, from our results we can figure out what needs to be changed in order to do so
2629 There is a lot to take away from the results. We were able to successfully match up and isolate each material so yes it was a successful trial.
2630 yes, we have an idea of how certain combinations work together, and can use that to decided what changes need to be made to the prototypes in order to make a better design for our final exoskeleton
2631 Keeping the cost down while satisfying all the requirements is challenging
2632 Keeping the cost down while satisfying all the requirements is challenging
2633 trying to keep all of the other aspects high while minimizing cost
2634 We weren't able to have a satisfactory recharge interval for our designs
2635 It seems difficult to balance certain aspects such as cost and payload
2636 We have an idea of how different materials affect the attributes of the device
2637 How much the sensor affects the results. The prototype with the strain guage sensor was very good in cost and recharge interval while poor in the other categories, just like the strain guage senso
2638 The effects of the different materials
2639 I'll bring my knowledge of how ROM affects the hydraulic actuator
2640 I'll bring my knowledge of how ROM affects the hydraulic actuator
2641 Knowledge about how to best maximize our actuator's aspects
2642 We will bring our knowledge of the hydraulic actuator and how different factors optimize this actuators performance
2643 We can bring a recommendation as to what components will create a quality exoskeleton that uses the hydraulic actuator
2644 That it has a high cost and that it does not have a very good recharge interval overall
2645 We were unsuccessful in having a design that had a good recharge interval
2646 Its possible that the recharge interval is on the lower end when the hydraulic actuator is used
2647 Our actuator maximized payload. We have way more than we need
2648 Our actuator maximized payload. We have way more than we need
2649 yeah payload and agility is maxed at least in the higher ROM
2650 payload is very important because it is the amount of work that the design can preform
2651 The payload is very high, as is the agility
2652 Payload, which allows a rescue worker to do more work
2653 payload, we know that we can focus more on other attributes such as recharge interval and safety when the hydraulic actuator is used
2654 Hello
2655 Hello!
2656 Hi am cameron
2657 Hi am cameron
2658 Hi I'm Keegan
2659 yea
2660 yea
2661 yes
2662 Weren't we in the original group from nephrotex together?
2663 sweet
2664 Hi I'm Daniel
2665 nope
2666 @Nassim Tehrani: Yes, the picture of the jet liner seats would not show up for me
2667 @Nassim Tehrani: The picture wont show up for me either
2668 @Nassim Tehrani: The picture wont show up for me either
2669 @Nassim Tehrani: I wasn't able to answer that question correctly, but I finished the interview.
2670 @Nassim Tehrani: Yes, I accidentally overlooked that.. I'm working on correcting it right now.
2671 @Nassim Tehrani: For the agility test what numbers do we take from the graph? Do we take the agility at a payload of 500 each time?
2672 @Nassim Tehrani: For the agility test what numbers do we take from the graph? Do we take the agility at a payload of 500 each time?
2673 @Nassim Tehrani: my notebook wasn't accepted.. what do i need to add to it for it to be accepted?
2674 @Nassim Tehrani: no
2675 okay
2676 okay
2677 okay
2678 yupp
2679 YEs
2680 yes
2681 yes
2682 yes
2683 Well each one has their strengths and each one has their weaknesses
2684 Well each one has their strengths and each one has their weaknesses
2685 ya it gave us an idea of which one was preforming better then the rest by helping us visually look at their strengths and weaknesses
2686 it was easy to compare them
2687 Piezoelectric and NiCd were the strongest from my point of view.
2688 The graphs gave us a clear picture on how each power source and control sensor scored on each of the criteria.
2689 It pointed out how each one really compared to the other
2690 It pointed out how each one really compared to the other
2691 @Keegan: i agreed
2692 i agree
2693 I decided on the best battery based on which one covered the most space on the graph.
2694 It compared all the different power sources and control sensors, I thought that the NiCd and Optic Binary had the best overall averages and that is why i choose both.
2695 i don't think the optic binary is the best though because its safety rating
2696 @Nassim Tehrani: i definitely looked at the payload and the agility more then anything
2697 I liked the strain gauge for its agility and lower cost.
2698 I think we should test some or do more research on these factors
2699 I liked the strain gauge for its agility and lower cost.
2700 I think we should test some or do more research on these factors
2701 @Nassim Tehrani: Probably test some prototypes of different combinations
2702 test multiple prototypes
2703 I think we should decide together which sensor and battery is best.
2704 @Cormick: I would probably agree with you on that
2705 We should probably all agree upon what we think are the best options for the suit and test prototypes for it
2706 agreed
2707 agreed
2708 agreed
2709 agree
2710 I think we can all agree on NiCd, correct?
2711 I like how it performs well with a low cost
2712 yeah
2713 yeah
2714 to be honest i think the piezoelectric had the best score overall. It seemed really balanced
2715 yes
2716 The piezoelectric was the best sensor in my opinion.
2717 Sounds about right
2718 What did you guys think for the control sensors?
2719 we will have to see once we get more information
2720 to early to make a call i think
2721 I thought piezoelectric
2722 For the safety i think piezoelectric is obvious but it is the most expensive, so do you guys think it's worth the price?
2723 yeah sounds good to me.
2724 Good morning
2725 I just finished the notebook.
2726 still working
2727 Notebook done
2728 Notebook done
2729 Done
2730 I just finished as well
2731 ok what will we be discussing in todays meeting?
2732 We have to divide up the consultants.
2733 It seems like all we have to do is decide which internal consultant we are going to investigate
2734 So does any one have any preferances?
2735 preferences*
2736 i can take meredith
2737 ok nevermind ill take whatever
2738 i can take meredith
2739 ok nevermind ill take whatever
2740 Doesn't matter to me
2741 Ill take Benjamin Taylor if no one objects
2742 I can do environmental engineer
2743 I'll take DaShawn I guess
2744 I will take Meredith if their is no objections
2745 maybe not?
2746 so do i have paulo
2747 ?
2748 ok sounds good to me
2749 so do i have paulo
2750 ?
2751 ok sounds good to me
2752 Yes
2753 So,
2754 Do each of us decide on five designs on our own? Or do we collectively pick five and each use the same designs?
2755 @Nassim Tehrani: Okay, thank you.
2756 @Nassim Tehrani: My devices will not save. I click the save button and nothing happens
2757 @Nassim Tehrani: My devices will not save. I click the save button and nothing happens
2758 no in the REED tool it won't let me save it at all. The "save device" button isn't working.
2759 no in the REED tool it won't let me save it at all. The "save device" button isn't working.
2760 So I cant create anything
2761 So I cant create anything
2762 I did at first but i just closed out of chrome and came back on and now it works
2763 Yeah it's still not working. I even switched computers
2764 Yeah it's still not working. I even switched computers
2765 @Nassim Tehrani: Okay sounds good.
2766 @Nassim Tehrani: Okay sounds good.
2767 @Nassim Tehrani: It's working now
2768 @Nassim Tehrani: It's working now
2769 @Nassim Tehrani: do we attach the prototypes to the notebook?
2770 I don't believe so
2771 ok thanks
2772 @Nassim Tehrani: do we have a team meeting today or no?
2773 ok thanks
2774 Any word on what we do next?
2775 morning
2776 Should we begin now?
2777 Alright I'm ready
2778 me too
2779 me too
2780 Ok well should we start discussing until and they can jump in?
2781 Me as well
2782 sure
2783 sure
2784 Should we all just pick one device to send in?
2785 No, we should decide collectively I think
2786 I suppose so
2787 We could i suppose
2788 Just choose the best one we like
2789 Yeah same I think that is best, it forces us to discuss them and learn them better
2790 Yeah same I think that is best, it forces us to discuss them and learn them better
2791 agreed
2792 like how that one change affected the different
2793 I think we should at least pick two similar ones with like one major difference and see how they compare
2794 I mean i think it is clear we all like the NiCd battery
2795 How about the material should we try one of each?
2796 Yes but it doesn't hurt to try a different one if we can
2797 power supply that is
2798 i like that Cormick
2799 Yes but it doesn't hurt to try a different one if we can
2800 power supply that is
2801 i like that Cormick
2802 ya sort of compare and contrast some
2803 I say we do two similar ones but made out of different materials (i.e. steel, al, comp) and see how that affects it
2804 yeah i understand
2805 How about Aluminum and strain gauge then aluminum with piezoelectric?
2806 How about Aluminum and strain gauge then aluminum with piezoelectric?
2807 **
2808 well i did the piezoelectric at rom 5 because it had deminishing returns
2809 What do you guys think about ROM
2810 ^my bad didnt even notice that
2811 what are you guys thinking for the ROM
2812 nice
2813 I was thinking ROM6 is the only effective one
2814 I thought it was funny
2815 those are two similar devices that we could test how the material affects it
2816 Al, Pie, NiCd, Pam, ROM5 Steel, Pie, NiCd, PAM, ROM5
2817 do we have those devices?
2818 The highest roms are good for the payload and agility but they totally kill the battery
2819 Yeah buy i feel like if we decrease the ROM to something with a significant battery increase that the agility and payload are worthless
2820 So we should go with a high rom and then pick like optic binary to make up for that
2821 So we should go with a high rom and then pick like optic binary to make up for that
2822 then just decrease it to 5 and not 1
2823 there has got to be some compromise in the machine
2824 agreed
2825 but not buy
2826 We could do that
2827 ya its just not as safe as the others so we have to be careful to keep the risk number low
2828 Yeah i like the optic binary especially for cost
2829 yeah so we could match it up with NiCd
2830 yeah so we could match it up with NiCd
2831 so lets start picking some:
2832 narrow our choices down
2833 Just because the payload and agility aren't at their max doesn't mean they're worthless
2834 Yeah which is why im wondering how much safety is affected by the material
2835 those two can determine if the rom is worth dropping or no if we want
2836 Al, Pie, NiCd, Pam, ROM5
2837 Al,PE,NiCd,PAM,ROM 6
2838 we want to try all the materials correct?
2839 definitely
2840 ok and then maybe a al, SG, NiCd, ROM6 PAM
2841 ok and then maybe a al, SG, NiCd, ROM6 PAM
2842 alright, who is gonna piece them all together?
2843 ROM5 gives you the same payload as rom6 and it decreases the battery more
2844 we haven't
2845 we haven't
2846 When did we decide?
2847 We should probably do one with like S,OB,NiCd,PAM,ROM 6
2848 do we want to go with composite or steel with that? Steel will have bad agility, but composite will be pricey
2849 do we want to go with composite or steel with that? Steel will have bad agility, but composite will be pricey
2850 how much does that help the battery/ hurt the payload and agility?
2851 i say composite
2852 What about like ROM4?
2853 this is true
2854 this is true
2855 agreed
2856 its just a prototype
2857 i say composite we already using the cheap battery
2858 Yeah i feel like composite might be really nice despite the high cost
2859 yup
2860 Oh duh
2861 Wait what battery are we using?
2862 I think we all like the NiCd
2863 ok so do we have one?
2864 ok so do we have one?
2865 I think you guys should bring up the resource for the ROMs.
2866 so how many devices do we have now?
2867 ROM is a tough choice, because where one is good its bad on another graph
2868 ROM is a tough choice, because where one is good its bad on another graph
2869 ya well how do we decide what is more important?
2870 The problem with the ROM of 5 or 6 is the recharge interval is poor
2871 I think the payload takes to much of a dip for the increase in the battery interbal
2872 at rom 5 we can say it is approx 3 and at rom 4 it is about 4.5
2873 Well I think where we do bad in ROM we should make up with other factors
2874 Well I think where we do bad in ROM we should make up with other factors
2875 ya i think ROM5 is a good choice
2876 ROM 5
2877 Well at least we could use rom5 because that doesn't even increase the agility and there is some battery left
2878 so an hour and half increase for about 1000 n drop in payload
2879 yeah i agree with ROM 5
2880 well a low payload won't do anything if it is charged either
2881 Payload won't do anything if the suit is dead
2882 @Keegan: true
2883 @Cormick: true
2884 ok lets find middle ground thenand pick some prototypes
2885 ok lets find middle ground thenand pick some prototypes
2886 ya scratch rom 6
2887 to many diminishing returns
2888 Either way, I think we should use rom5 over rom6
2889 And maybe try like rom4 if we have room
2890 so we are not testing that at all then?
2891 Ok so do we like Com, OB, NiCd, PAM, ROM 5?
2892 Ok so do we like Com, OB, NiCd, PAM, ROM 5?
2893 i thought we already did
2894 So should we discuss materials?
2895 yeaht that would be interesting
2896 I feel Aluminum is a very average base
2897 I feel Aluminum is a very average base
2898 between composite and steel at least
2899 agreed
2900 yeah i agree with the aluminum
2901 I feel if Alum was paired with NiCd and Piezoelectric and Strain Gauge it will be interesting
2902 I feel if Alum was paired with NiCd and Piezoelectric and Strain Gauge it will be interesting
2903 We have 3 variables that we've decided on. I think we should pick the best two of each materials and control sensor and test the two of those. Then we could maybe try one with a lower rom
2904 devices
2905 So lets choose device
2906 okay
2907 okay
2908 I am thinking keegans device 3
2909 agree
2910 and cormicks right under it
2911 agree
2912 and cormicks right under it
2913 agreed
2914 yeah
2915 okay and then Comrmiks Com, OB, NiCd, PAM, ROM 5?
2916 okay and then Comrmiks Com, OB, NiCd, PAM, ROM 5?
2917 sure
2918 we need one with composite
2919 i am think camerons
2920 The Difference is ROM so we can pick either one lets not do both
2921 The Difference is ROM so we can pick either one lets not do both
2922 ?
2923 mine had optic binary...
2924 who is putting the batch together?
2925 We're not using optic binary at all though are we?
2926 same with mine
2927 same with mine
2928 I know, I didn't think we were going to use that.. But it's fine
2929 we mines well try it
2930 yeah wanna try my P3?
2931 yeah wanna try my P3?
2932 yeah except the ROM is a 6 not 5
2933 okay lets go with Comick's that is ROM5
2934 okay lets go with Comick's that is ROM5
2935 Cormick has that design with a ROM of 5
2936 I had the same one, but it's rom4..
2937 so is that all 5 or are we missing one
2938 we are missing 2
2939 we are missing 2
2940 I think we need to try one with a ROM of 4 or even 3
2941 ok then Keegan's Device 5?
2942 ok and then what about switching it up totally and going with my P5
2943 ok then Keegan's Device 5?
2944 ok and then what about switching it up totally and going with my P5
2945 yes
2946 I agree
2947 ya go for it
2948 That one doesn't use NiCd
2949 do it
2950 I know it was just a " lets see what it will do" device
2951 I know it was just a " lets see what it will do" device
2952 ya i say go for it
2953 Alright sure
2954 it would be nice to see another battery
2955 ok ill make them quick
2956 okay so let me get this straight it is: My P5, Keegan device 5, Cormicks Com, OB, NiCd, PAM, ROM5, Keegan's Device 3, and Cormicks under that one?
2957 ok ill make them quick
2958 okay so let me get this straight it is: My P5, Keegan device 5, Cormicks Com, OB, NiCd, PAM, ROM5, Keegan's Device 3, and Cormicks under that one?
2959 who is putting it together?
2960 yes
2961 done
2962 done
2963 ok thanks
2964 @Cameron: thanks
2965 thanks
2966 ok
2967 ok
2968 ready
2969 I am ready
2970 I'm ready
2971 We all collaborated on what devices we thought were the best to test based on the internal consultants goals.
2972 ready
2973 we tried to pick devices that were different and that would give us a better understander of how each aspect affect the performance of the device
2974 Well it was a lot of talking about what we all thought was important and then when from there. We all kind of gave input on what we liked to see together
2975 Well it was a lot of talking about what we all thought was important and then when from there. We all kind of gave input on what we liked to see together
2976 Yes, safety was taken into account
2977 We tried to keep safety as one of our highest priorities
2978 We wanted to make something that was safe for the worker as well as would mimic the movements of the worker as best as possible
2979 yes we did we said the suit was no good to the workers if it wasn't charged but it wasnt good charged if it didn't have a good payload
2980 yes we did we said the suit was no good to the workers if it wasn't charged but it wasnt good charged if it didn't have a good payload
2981 we had to sacrifice some aspects in order to keep the device safe, such as the payload
2982 yeah and for some reason our safety numbers are high still
2983 yeah and for some reason our safety numbers are high still
2984 I believe that it was a successful trial because we now have an understanding of how each thing affects the device
2985 Using the resources we tried to maintain a strong balance
2986 Our payload was too low but overall successful
2987 None of our devices met all the standards so I would say we weren't that successful
2988 It was a successful trial
2989 True, and what was challenging was picking the correct ROM
2990 True, and what was challenging was picking the correct ROM
2991 well i don't think the drop in ROM was worth it
2992 How much the ROM affects the design
2993 I also think it all starts with the base material
2994 I also think it all starts with the base material
2995 agreed
2996 how the different materials affect the design
2997 I will bring what I have learned from this batch to the new team. I will bring the good and the failures
2998 I will bring what I have learned from this batch to the new team. I will bring the good and the failures
2999 and how the different materials affect the cost
3000 prototype five was very expensive
3001 It probably isn't the safest
3002 It probably isn't the safest
3003 agreed
3004 We will have an understanding of the PAM actuator and know how much ROM affects the designs
3005 It has good agility but doesn't have good safety or payload
3006 Agreed
3007 i think it maximizes agility
3008 I think other actuators will be key
3009 i think it maximizes agility
3010 I think other actuators will be key
3011 agility but low payload
3012 Yeah agility seems to be the best
3013 agreed
3014 agreed
3015 ya i don't think that our PAM actuator can be the best out there
3016 yes
3017 Yes.
3018 yup
3019 yup
3020 yes
3021 yes
3022 Hi, I'm Christina
3023 Hi I'm Derek
3024 Hello everyone my name is Nick.
3025 Yeah the one with picking the types of seats doesn't show up for me.
3026 Yes, i cannot see the question regarding the type of seats either
3027 I am here
3028 Good morning everyone!
3029 I am
3030 I agree to pick the best one we will need to prioritize which factors are the most important
3031 It showed a lot of things. I agree with Brittany on none of them really stood out as "perfect". Each one had its pros and cons
3032 There seems to be expensive high performance and expensive devices or low performance and cheap devices
3033 No, they all seem to have their advantages and disadvantages
3034 If i had to pick though i would also pick the Nickel Cadmium Battery
3035 I think NiCd was best option overall
3036 I liked the Nickel Cadmium battery as well. I think it was harder to choose a sensor
3037 I think a low cost device would be the best option, even if we have to sacrifice some performance aspects.
3038 I think Piezoelectric could be a good choice because it has great safety and and good agility and recharge interval
3039 I think safety is probably the most important, if the user isn't safe using device I don't think it's worth the risk of everything else
3040 Look at which of the two options we want to combine together and see what the combinations of the designs create in order to get a better idea of which combinations create what results
3041 I agree, we can try a few variations to figure out the best option with these exoskeletons
3042 Good
3043 Great
3044 I just finished
3045 i am almost done
3046 I'm done
3047 im done also
3048 So who wants which consultant/
3049 ?
3050 Ill do the Biomedical engineer
3051 I guess I'll do research and design
3052 I take the environmental engineer
3053 i will*
3054 Was there a specific email about the meeting?
3055 What was it titled?
3056 Ok, i got it, i thought it was a different email. Thank you.
3057 Doing great, thanks for asking!
3058 My actuators keep changing when I save them but I restarted my computer and its fine now.
3059 Good morning everyone!
3060 I agree, the NiCd seemed like the best power source
3061 Yeah I think we should do steel
3062 We have to remember that the higher the ROM the more we kill the battery
3063 That sounds good to me.
3064 Yeah we should test a rom 2 or 1
3065 Should we test a couple with the NiCd and piezoelectric?
3066 Yes that is good
3067 Yes, I think the second should be the same as that one with a ROM of 3 instead
3068 I think that will be a good one to test
3069 would we keep everything else the same?
3070 we could try 3
3071 It's hard because the difference in the battery charge between ROM 3 and ROM 4 are so different
3072 I agree with 3
3073 i think around 3 because its right in the middle
3074 I agree
3075 I think optic binary is the next best option
3076 I was thinking PFC also
3077 PFC
3078 If we do PFC and Optic Binary it should maximize the battery charge
3079 Steel
3080 Yeah I think we should do a middle rom
3081 I think that middle ROM will produce better results
3082 I can make the batch unless someone already made it
3083 Just give me a couple minutes and ill have it done
3084 What did we decide for number one again?
3085 Alright the second?
3086 the third?
3087 the fourth?
3088 and the last one?
3089 Yea, thanks.
3090 Ok everyone, i made a batch with all 5 prototypes
3091 Thanks
3092 Yes, what did everyone think about the results?
3093 I'm ready.
3094 We decided on what combinations we though would work to meet the consultants requests, we looked at the results of the batteries, sensors, ROM, and the material and figured out which combinations would work the best according to the test results.
3095 We definately took into account safety and it was one of our priorities in a few designs.
3096 I think for our first trial it was fairly decent.
3097 I think they were all pretty average and i think if we tried another time we could get much better results.
3098 Also keeping the payload high while keeping the safety number low
3099 I agree I think lowering the safety will be a challenge
3100 I understand more of how each aspect of the design effects each category
3101 An understanding of how the pneumatic device effects that final product
3102 That it does pretty well with cost and recharge interval
3103 The actuator is cheap and energy efficient but the payload is low.
3104 Our actuator keeps the cost very low
3105 I think cost and recharge interval are important but the safety is a bigger priority
3106 Also the recharge interval was pretty good.
3107 I agree.
3108 Yes
3109 Sounds about right
3110 Hi, I'm Abby
3111 Hey guys, I'm Caitlyn
3112 Hi everyone, I'm Nate
3113 Hi, I'm Luke
3114 My interview won't let me see one of the charts or go beyond it.
3115 I could see that one, it
3116 's the bubble chart thing
3117 Sounds good, thank you!
3118 It lets me move on, but the bubbles are still not there.
3119 Should I submit the interview without it?
3120 I'm trying to submit, but it is telling me I am trying to update a note by another user.
3121 Never mind it appeared to work
3122 I found that the best Power Source that offered the best balance among attributes was the NiCd and the best Control Sensor was the Optic binary.
3123 I agree with NiCd, but i think that the safety in the optic was too high
3124 No, it was not obvious for either, they all had pros and cons
3125 I was wavering between NiCd and Piezoelectric
3126 I also thought that the NiCd battery was the best choice for sure but I didn't see a clear choice for the control sensors
3127 There was no clear best choice for either one, but I also like NiCd, however I thought Piezoelectric was better.
3128 i meant Piezoelectric and Optic Binary sorry!!
3129 Yeah I don't like strain-Guage either
3130 you have to pick which factors you value the most
3131 They lay all the information out in front of you so it is easy to compare.
3132 We have to look at which is most effecient in the greatest number of fields
3133 You have to chose the one the balances out the good and the bad, because there is not a perfect one.
3134 I think safety payload and agility are the more important attributes
3135 i prioritized safety, agility and recharge interval the most.
3136 The graphs made comparing them really easy because it overlapped all the results.
3137 I looked at safety rating and agility as the two most important factors
3138 I thought safety and recharge interval were the most important.
3139 Pick what combinations we would like to test
3140 I think we should test some prototypes to see what combinations give the results we want
3141 I'm so sorry but I have another class so I have to leave this team discussion!!
3142 I haven't received any new emails since last Thursday
3143 I will research the biomedical aspect.
3144 I can research for Benjamin Taylor
3145 I said I will do biomedical, DaShawn Edwards
3146 So just Laura and Paulo left over.
3147 Luke could do Paulo and Caitlyn could do Laura.
3148 Okay sounds good
3149 My appologies for missing the team meeting, RescuTek was not allowing me to log into the website for some reason. I will now complete all tasks today.
3150 Good morning!
3151 yep
3152 I have yet to receive the email.
3153 I just did
3154 I just received it, thank you.
3155 @Justin Kim: Yeah I am doing the assessment of my internal consultant right now
3156 Okay sounds good, thanks
3157 I think it would be good to start off testing one device with a NiCd power source, a Piezoelectric control sensor, and an aluminum material and another with NiCd and Piezoelectric with a steel or composite material. Because we already came to a pretty solid conclusion that these two options were the best for power source and control, this will let us compare the material.
3158 I would agree with that. Then looking at our results we had a variety of ROM, our test results should be a variety also.
3159 I think we should at least try a ROM of 4 and 5
3160 We should probably tr a low ROM and a High ROM because the high ROM will give us low recharge interval
3161 I can make the batch. Should our first design be Aluminum, NiCd, Piezelectric, and ROM 4?
3162 maybe try the two that i mentioned one with an ROM of 3 and one with 5? I think because the devices have a lot of similar features it will also allow us to compare the ROM in addition to the material
3163 Ok I'll get started.
3164 Or with a ROM or 3 or 5 then?
3165 Should we try one with optic binary?
3166 Ok, so maybe something like NiCd, optic binary, Composite, ROM 5?
3167 Yeah i think that might be a good idea
3168 I think it would be worth it to try
3169 ok that sounds good
3170 Yeah i agree with Nathan, it increases the payload more
3171 I liked optic binary with LiPO
3172 Ok so composite, LiPO, optic binary, ROM 5?
3173 sounds good
3174 yea sure
3175 What power source do we want to test it with
3176 we haven't done steel yet?
3177 oh for power source we also haven't done PFC yet
3178 PFC? to make up for the low recharge interval
3179 PFC steel strain gauge ROM 5 or 6?
3180 yeah I think 5
3181 yeah I agree, I'll make that one if everyone agrees.
3182 sure
3183 I think our last one should also be with steel
3184 sounds good
3185 Maybe with the piezeolectric control sensor?
3186 Is there anything else anyone else thinks we should be testing?
3187 Now that we've tested all the options should we go back to the ones we thought were the best like NiCd and Piezelectric?
3188 That sounds good to me.
3189 That's a good idea. ROM 5 again?
3190 Cool I think we all agree
3191 I think that would be a good design with ROM 5
3192 Alright I made the batch!
3193 Thanks Abigail
3194 Thanks!
3195 Sorry I'm late, I was having some computer issues
3196 What device did everyone think was the best overall?
3197 I think the 5th was the best as well
3198 sorry I spelt decision wrong on some of them by the way...
3199 I liked the 5th design
3200 I thought the second design performed well
3201 I like the fifth one because it has a high agility and payload and still a relatively low safety.
3202 That's true @Spencer
3203 We chose the final 5 designs by starting off with two devices that had all of the same qualities except the material, to see how the material changed the results. We then did the same thing but by switching the ROM number, to see if a higher or lower number would be more beneficial. We then filled in the last three spaces by using qualities we had yet to use with other qualities that they would work well with. This gave us a balance of options.
3204 I liked decision 1 because it is excelling in all areas except for payload yet the low payload still meets the needs of the quality consultant who suggested we have a minimum payload of 580
3205 The internal consultants gave us reference points to use, and also we want to meet their terms.
3206 The internal consultants gave us guidelines that we had to meet, so every decision that we made we had to think about what they wanted to see
3207 yes, we want them to be able to do their jobs in the safest way possible.
3208 I think that by considering the internal consultants requests, you have already considered the rescue worker, because that is who they are concerned about.
3209 They would most likely be concerned with their own safety
3210 Most likely the safety and the agility
3211 Probably safety first
3212 Luckily the series elastic actuator has is safe so we didn't have to worry about it too much
3213 By keeping the risk factor as low as possible.
3214 I would have to say that it was. We have learned a lot from these results.
3215 Yes none of our prototypes met the requirements for recharge interval
3216 I agree with nathan.
3217 I would agree
3218 Yeah our recharge interval and cost were both not the best
3219 I agree with Luke. The ROM was hard to pick, because you either sacrificed payload or recharge interval.
3220 We will bring with us what we think are the best options for a model. We will also bring our knowledge and what we have learned are the results of each attribute, for example that ROM usually sacrifices either payload or recharge interval
3221 The safety factors of it.
3222 It yields good results for safety but not so good results for recharge interval
3223 It's highest payload is with ROM 5
3224 It looks like our actuator maximizes payload and safety. These are good things to have maximized together because the worker will be able to do more work, but will be safer at the same time.
3225 @Justin Kim: Yes, I would agree with all of that.
3226 And our actuator definitely maximizes safety.
3227 @Justin Kim: I never got a worklog for the prototype testing results notebook,
3228 Im Jackson and I had the Hydraulic Actuator
3229 Hi, I'm Brent, and I worked with electric actuataors
3230 hey I'm cormick and i worked with Pneumatic Artificial Muscle Actuated System
3231 I'm Derek and I had the Pneumatic Actuator
3232 I'm Luke and I worked with the series elastic actuator. Sorry I am few minutes late
3233 My actuator seemed to be great in cost and recharge interval, but it lacked in payload and safety
3234 The hydraulic actuators main strength was the payload capacity, all of our prototypes could take a huge payload. The weaknesses are agility and cost
3235 The prototypes that we tested with the electric actuator, did alright in recharge interval, and payload. However it was very expensive and wasn't the safest option.
3236 The Pneumatic Artificial Muscle Actuated System had a fairly good agility but the payload was very poor
3237 The strength of series elastic is definitely it's safety but it struggled quite a bit to meet the requests for recharge interval
3238 one of our best devices had a good agility with 254 and a good recharge interval at 6.5, but the cost of the device was too high, the payload was to low at 524, and the safety wasn't very good
3239 i agree that the NiCd is a good power source
3240 It seemed like the NiCd power source worked the best and our results determined that composite was the best material to use with hydraulic
3241 The best we tested was; Composite PFC Piezo ROM 5. It had a payload of 580, an agility of 257, a recharge of 6.90, a cost of $14915, and a safety of 190.
3242 NiCd also worked well with our actuator and it seemed like aluminum was the best choice of material for us
3243 we just could never get our payload close to that 880N
3244 How did each of your devices function with ROM? Ours did better payload and agility wise when we increased the ROM, but it did poorly on recharge interval
3245 Yeah it was the same here
3246 @Jackson: same here
3247 And what category is going to be most important to our final design because I think we should start with the models that did the best in that category first and work from there?
3248 The best ROM was 4, the rest decreased by quite a bit. For each of mine the payload was in the 900s or 1000s
3249 sounds good
3250 I was thinking we could all design a new prototype of our own actuator and try to change it in a way to make it better
3251 @Jackson: I think that's a great idea
3252 alright sounds good
3253 I like that plan
3254 ok so we each make a new prototype and but it into a batch then
3255 we could talk about that. which control sensors worked best for you guys
3256 He's not saying the sensor, he's saying which things do we want to focus on, like the cost, safety, agility, payload or recharge interval I think
3257 ok i misread it sorry
3258 So, what do we want to focus on?
3259 No problem, I think we should focus on safety
3260 and then what?
3261 I think safety and cost are the two most important
3262 Same here
3263 i think recharge interval is pretty important too
3264 i agree
3265 okay
3266 sounds good to me
3267 that sounds good
3268 so we can focus on those three while making our new designs then
3269 i think that we should stick to the NiCd owed source. I don't know about you guys but it worked the best for my previous group
3270 okay
3271 i agree
3272 Yeah I was planning on using that as well
3273 Doesn't each device act differently with each power source?
3274 I mean I know some of the power sources seem to work better, but wouldn't it matter more what device we is than what power source we use?
3275 we use*
3276 It worked fairly well with the electric actuator
3277 the NiCd was the only power source that was successful for the Pneumatic Artificial Muscle Actuated System
3278 well the power source is going to work better regardless of what is around it. NiCd has its ups and downs but overall it is better
3279 than the other ones
3280 i would say
3281 alright
3282 Same here
3283 Thanks Jackson
3284 ok I'm done with my next device
3285 i can put them in a batch
3286 @Jackson: thanks
3287 @Luke: Hey, I was wondering if you had figured out what design you want to test
3288 ok there we go
3289 its fine, i was just wondering
3290 @Jackson: Oh sorry i was second guessing myself but i just finished now
3291 Yep
3292 Yep
3293 I created the batch, can you guys see it
3294 Yeah, thanks
3295 ok have a good one!
3296 happy thanksgiving
3297 @Justin Kim: not exactly
3298 Yes
3299 @Justin Kim: no finishing it now
3300 i like how derek's device had a very high recharge interval
3301 It doesn't clear the payload requirement only
3302 The results from the batch did not give a clear winner. I think the two best ones are Lukes and Dereks
3303 Of the last five that we tested I think Derek's met the most IC requests
3304 Yeah I thought the Pneumatic(Derek) was the best overall
3305 and it misses that by a significant amount
3306 I like mine and Luke's the best
3307 i think that the recharge interval is more important. Plus you can increase the recharge interval without increasing the cost much.
3308 Yep
3309 So we basically need to decide if payload or recharge interval is more important
3310 @Derek: agree
3311 @Derek: I agree as well
3312 I'm going with recharge interval because from the previous designs from before it said that one of the biggest problems was the recharge interval of the current devices
3313 I agree, the payload can only account for so much if it isnt being used due to an uncharged battery
3314 With that in mind I would choose dereks prototype
3315 and i agree
3316 I agree as well, so there is our decison
3317 We chose the prototype derek made because it had excellent recharge interval which was a main design focus. It also is great at cost and safety
3318 it covers the most IC requests
3319 it seems to be the best well rounded device when everything is put into account
3320 My prototype, it was the pneumatic with piezoelectic sensors, NiCd battery, composite material and the ROM of 3
3321 It covered more of the things that we prioritized earlier, we said safety, cost, and recharge interval seemed to be the most important to our group and this design covers those parameters and does well as an overall device
3322 except for payload but we determined that recharge interval was more important
3323 we tried to meet at least the minimum of each of the internal consultants request.
3324 They gave us a set of guidelines more or less to follow when creating the devices of what we should aim for, the decision in the end though was up to us and we were looking for the concerns related to the person who would be using the suit and prioritized those needs.
3325 They gave us goals for us to meet and shoot for in order to gauge whether our design was successful
3326 Based on our research we designed something that would be the best for the worker. the most important attributes were recharge interval and cost and safety.
3327 We decided that it needs to be cheap and safe. Also the payload is important if is needs to be recharge more often
3328 In our last discussion we decided as a team the we wanted to focus on cost, safety, and recharge interval because those three are probably most important to the user
3329 the recharge interval was deemed important because that means the operator could use it longer in the field
3330 correct
3331 that sound correct to me
3332 yes
3333 @Justin Kim: The program is not attaching the final design to a notebook. Im not sure what to do. I click attach to notebook and a new notebook pops up, but the prototype isnt attached.
3334 @Justin Kim: I submitted my notebook to Vedant and He said that the final proposal needed some work, but all of the things that he suggested I change I already did in the original submission and I am confused if it's the wording of my notebook entry or if
3335 I did both I believe, I just chose the design from the REDD design and not the batch as well as put the ICs requests in the bottom of the second paragraph.
3336 Yes I did
3337 He accepted it this time
3338 @Justin Kim: Were we supposed to receive an email about a notebook containing our final presentation? Because I have not
3339 Hey is the presentation finished?
3340 @Justin Kim: I am unsure if I am fully caught up. I have not recieved an email in some time and my last worklog has not been witnessed yet. Is there something I should do?
3341 sounds good
3342 sounds good
3343 Im cameron And I worked with the PAM actuator
3344 Im cameron And I worked with the PAM actuator
3345 Hi everyone, I'm Nate, I worked with series elastic
3346 Hello, I am Sam and i worked with the hydraulic actuator
3347 Is Ruzhen here with us?
3348 Is Ruzhen here with us?
3349 From my batch we have learned that PAM does not have good safety or payload, but it does do well in agility. Also we really liked the NiCd power source.
3350 From my batch we have learned that PAM does not have good safety or payload, but it does do well in agility. Also we really liked the NiCd power source.
3351 The hydraulic actuator maximized payload and agility but was not very sasfe
3352 The series elastic actuator maximized safety and payload. However it had a poor recharge interval and a high cost
3353 sorry for being late. I was enrolling class. I worked with electric acuator
3354 So what were the advantages and disadvantages of the electric actuator?
3355 So what were the advantages and disadvantages of the electric actuator?
3356 electric doesnt have very high safety as well. and its payload is a bit weaker. but its high in agility.
3357 Ok cool, so it sounds like the hydraulic, or series elastic is probably some of the best choices? What do you guys think?
3358 Ok cool, so it sounds like the hydraulic, or series elastic is probably some of the best choices? What do you guys think?
3359 We would have to find a way to make the hydraulic safer though for sure
3360 We would have to find a way to make the hydraulic safer though for sure
3361 I agree, safety is major issue for the hydrauli
3362 Mine didnt satisfy the consultants
3363 Mine didnt satisfy the consultants
3364 What were some of the numbers people got for safety with their prototypes?
3365 can the parameter with hydraulic reach the IC's requirement?
3366 the lowest safety score we got was 190
3367 mine is 190 as well
3368 just wondering did anyone try the hydraulic with piezoelectric and NiCd?
3369 just wondering did anyone try the hydraulic with piezoelectric and NiCd?
3370 The highest we had for series elastic was 202, and the lowest was 162
3371 @Cameron: yes we did
3372 @Samuel: What material? and was it good?
3373 @Samuel: What material? and was it good?
3374 can you provide other parameter of the one with the safety of 162
3375 yes, steel, NiCd, Piezoelectric, and ROM 5
3376 @Cameron: that one had the best safety but a low payload relative to our other designs. We used a composite material
3377 @Samuel: ok did the values satisfy the consultants. Just trying to learn some more about the combo
3378 @Samuel: ok did the values satisfy the consultants. Just trying to learn some more about the combo
3379 @James: I think Piezoelectric
3380 Did anyone satisfy most of the consultants?
3381 Did anyone satisfy most of the consultants?
3382 @Cameron: agility yes, payload yes, everything else no
3383 yeah
3384 yeah
3385 recharge interval is important too... can we replace one of the component in the design to make up this aspect a bit
3386 @Cameron: Any of our five designs?
3387 @James: To maximize safety with series elastic, I would try Steel, PFC, and Optic-binary or strain gauge
3388 No, none of them were safe enough and cost too much. They were at least pretty close to having good enough recharge interval. They were awesome for payload and agility
3389 @James: 5
3390 If everyone else want to try it I would say yes
3391 what the bottom line of the safety?
3392 how do you guys feel about this idea? Alum, PFC, Peizoelectric, Hydraulic, and whatever rom works best with this actuator?
3393 how do you guys feel about this idea? Alum, PFC, Peizoelectric, Hydraulic, and whatever rom works best with this actuator?
3394 ROM 5 is best for electric
3395 Okay thanks
3396 Okay thanks
3397 I like it
3398 ROM three seemed to be the best for hydraulic actuator
3399 Okay what about series elastic, NiCd, Optic Binary, Steel and ROM 5...open to opinion on it
3400 I was just trying to make series elastic cheaper
3401 Okay what about series elastic, NiCd, Optic Binary, Steel and ROM 5...open to opinion on it
3402 I was just trying to make series elastic cheaper
3403 the best one from my former team is payload 580, agility 257,recharge interval 6,9, cost 14915, safety 190
3404 I dont know how it looks like compared to other actuator
3405 @Cameron: I like it, but ROM 5 will get the lowest recharge interval
3406 ok what ROM would be better, or would Optic Binary make up for it?
3407 ok what ROM would be better, or would Optic Binary make up for it?
3408 Maybe just 4
3409 try ROM4?
3410 ok or lets do it with alum not steel?
3411 ok or lets do it with alum not steel?
3412 @James: agree.
3413 swould it be a good idea to try two like you said and on the one change to rom and material?
3414 @Nathan: agree
3415 swould it be a good idea to try two like you said and on the one change to rom and material?
3416 @Nathan: agree
3417 one with alum and 4 and one with steel and 5?
3418 @Cameron: yea
3419 okay so we need one more right
3420 What are you guys thinking?
3421 okay so we need one more right
3422 What are you guys thinking?
3423 Do we have a design with strain-gauge sensor?
3424 how many hydraylic in the batch now
3425 strain gauge with NiCd?
3426 strain gauge with NiCd?
3427 @Samuel: sounds good
3428 but strain-guage is worse in safety and cost compared to piezoelectric...
3429 how about hydraulic, nicd, aluminum, stain-gauge, and rom 3
3430 piezoelectric is even worse in cost
3431 piezoelectric is even worse in cost
3432 @Cameron: oh yes...
3433 satrin-gauge cost is low
3434 sure lets try it
3435 sure lets try it
3436 @James: yea
3437 have we finished the batch now?
3438 Yes
3439 thanks
3440 Cool
3441 the batch hasn't shown up in my REDD yet
3442 the batch hasn't shown up in my REDD yet
3443 i collected them and made the batch. can u see it now?
3444 @Cameron: ... after i refresh my window, it disappears...why
3445 Yeah i still dont have it
3446 Yeah i still dont have it
3447 Ill just make it on mine too
3448 Ill just make it on mine too
3449 neither do I
3450 can't find iit...
3451 I see team 2 final batch now
3452 I see it now\\
3453 yea get it
3454 i am working on the notebook. i dont know why its yellow==
3455 yea i m online now
3456 ok
3457 ok
3458 well, I find the safety we were intended to improve is not really promoted as we designed to
3459 I don't know about you guys but i really like #5 or #2
3460 I don't know about you guys but i really like #5 or #2
3461 I thought 5 was great
3462 me too. I prefer #5
3463 I like dsign 5 a lot
3464 I know its not the safest but it is only 3 points over what DeShawn wanted. and the recharge will do.
3465 I know its not the safest but it is only 3 points over what DeShawn wanted. and the recharge will do.
3466 but... the safety of #5 is not ideal enough
3467 #5 safety is comprable to our designs also
3468 yeah I just wish the agility on #2 was higher. that would have been a great design
3469 yeah I just wish the agility on #2 was higher. that would have been a great design
3470 The safety is really not bad on this design (5), and the improvements in other areas were very good
3471 @Cameron: the safety point of Deshawn u mentioned is the bedrock or the ideal standard?
3472 He recommended no higher than 199 but the company high is 225
3473 He recommended no higher than 199 but the company high is 225
3474 I feel that the benefits in other aspects of design 5 outweigh the drwback of not so great saftey
3475 @Samuel: I would have to agree
3476 yea the payload, agility and cost are excellent
3477 The only thing I can say is do we want to sacrifice agility to bring down safety and raise recharge with number 2
3478 The only thing I can say is do we want to sacrifice agility to bring down safety and raise recharge with number 2
3479 Its a pretty big hit on safety and agility
3480 I wonder what's the agility standard said by the internal consultant
3481 So we all agree that we are going to chose design 5 for our final presentation?
3482 Okay i was just pointing out how close #2 is to #5 just with bad agility, but i agree on #5 as well. and the agility standard is a min of 122 but they would like to see it in the 200s
3483 Okay i was just pointing out how close #2 is to #5 just with bad agility, but i agree on #5 as well. and the agility standard is a min of 122 but they would like to see it in the 200s
3484 okay, is that what we all agree on then is 5?
3485 okay, is that what we all agree on then is 5?
3486 @Cameron: then i still choose #5
3487 I think it sounds good
3488 @Nassim Tehrani: it almost satisfies everyone. And where it doesn't meet their standards it comes very close to it. It comes closer than the other devices though for sure. We lack a little in cost, safety, and recharge, but we are very close the values.
3489 @Nassim Tehrani: it almost satisfies everyone. And where it doesn't meet their standards it comes very close to it. It comes closer than the other devices though for sure. We lack a little in cost, safety, and recharge, but we are very close the values.
3490 And the cost is the lowest of any of our designs
3491 @Nassim Tehrani: Yes
3492 I seem to be unable to attach anything to my notebook
3493 Is there away to fix this?
3494 @Nassim Tehrani: I'm having trouble attaching anything to anotebook entry
3495 Still can't attach the device to a notebook entry
3496 Got it,Thanks!
3497 Sorry about the email title I just woke up and had a spelling error.
3498 Sorry about the email title I just woke up and had a spelling error.
3499 i can'r attach the pptx to my notebook...
3500 Hello I am Casey
3501 Hi, I'm Keegan
3502 Hey i'm Nick!
3503 Hello, Im justin
3504 and electric
3505 I worked with the PAM actuator
3506 I worked with the pneumatic actuator.
3507 One of my best prototypes had a payload of 560, agility of 296, recharge interval of 5.98, cost of 13835 and a safety of 196
3508 I didn't have any great results but my best results were 700 payload, 122 agility, 7.6 recharge interval, 12440 cost and 229 safety rating
3509 The best PAM design had payload 524 agility 254 recharge interval 6.50 safety of 195 and cost 14810.
3510 Which attributes are going to be the most important to us?
3511 I think cost shouldn't be a big factor if we get good performance out of the device
3512 Yeah sorry Im enrolling for classes at the same time so im switching back and forth
3513 is casey here?
3514 Our prototypes did not do so well in the cost area. The higher the payload the higher the cost I found
3515 @Casey: oh no problem, can you put up the numbers for your best design?
3516 Yeah 1036 payload, 212 agility, 6.3 recharge int. and 13385 for cost
3517 Do you guys want to set threshholds for certain aspects and see which of our designs come closest to reaching them?
3518 @Casey: what was the safety for yours?
3519 That device used steal, NiCd, Hydraulic, Strain-Gauge and ROM 3
3520 218
3521 I think the results Casey got were the best out of all of us
3522 Guys I just made a sheet to compare our designs. It's in the shared space under designs comparison
3523 I actually have a better one if we are trying to keep the safety low.
3524 480 payload, 242 agility, 7.38 recharge interval, 11780 cost, and 191 safety
3525 If cost isn't a factor, then this one could be good too, payload 580, agility 257, recharge of 6.9, cost of 14915, and safety of 190
3526 Yea true
3527 Well what can we change to bring the cost down?
3528 it was composite, PFC, electric, Piezoelectric, and ROM 5
3529 I just made an updated comparison sheet. You guys can open it.
3530 Yea i think that's the best one so far
3531 Changing to a lower ROM i think will lower the cost
3532 lowering rom would increase recharge interval, but lower agility and payload
3533 I think the series elastic one looks like it performed the best
3534 Let's try it.
3535 We could create prototypes with the same specs, but each one changing a different aspect to lower cost
3536 Did you guys look at the design comparison?
3537 No problem, which designs are we thinking about testing further?
3538 I think we should have at least 2 series elastic designs.
3539 The hydraulic looks like it has potential, the payload is very high.
3540 @Casey: are there any good designs of yours that have a safety of under 200?
3541 190 and 198 are the lowest I got it
3542 yeah I have two but they are barely under
3543 @Casey: Which one is better?
3544 For 190 safety we got a 924 payload and 230 agility with 6.05 recharge
3545 Oh and 14240 for cost
3546 the 190 got a 932 payload with 254 agility and 6.27 recharge, but it costs 15440
3547 Ok I updated the comparison again. The hydraulic looks pretty good
3548 If we try lowering the ROM on both of those we could lower the cost a bit and still have a well rounded device
3549 on both of Casey's designs
3550 Yea, let's try to pick some of the best designs
3551 Anyone have any preferences that definitely should be in?
3552 series electric for sure. and hydraulic
3553 okay, does anyone like the pneumatic and PAM or should we eliminate them?
3554 Let's just focus on the other three
3555 pneumatic didn't produce great results so i wouldn't even both with it
3556 bother*
3557 okay, which of the three left deserve 2 prototypes?
3558 Alright before we get any further. Is somebody making these devices right now or should i make them?
3559 We have to decide before we make them...
3560 We chose which actuators to focus on. Which ones are we doing two designs of?
3561 I thought we chose some designs
3562 okay, so 2 electric, 2 hydraulic, and one series elastic?
3563 I think hydraulic should get two designs because its payload is so high
3564 I agree
3565 For which one?
3566 OK what are the device specifications from those who did those designs?
3567 Nicholas are you making the designs?
3568 Yep
3569 Ok do you know what specifications you're using for all of them?
3570 I just knew what to do for the series elastic.
3571 to refresh electric, the one we liked used composite, PFC piezoelectric and ROM 5
3572 casey what specifications should we use?
3573 I'm not sure what specs you guys want to test with electric or hydraulic
3574 Just list out the specs and i'll make them
3575 yea
3576 suggest ROM 4 in order not to lower payload and agility too much
3577 i will make both because we have to designs anyway
3578 Casey had hydraulic
3579 Ok i just need the last two for hydraulic
3580 @Casey: What were the best specs for your actuator?
3581 He never said the specs
3582 I can't find the specs for the ones he told us about
3583 Should we just make new designs using hydraulic?
3584 How about aluminum, piezoelectric, LiPO and ROM 4
3585 and then for the second one ROM 3?
3586 He said " That device used steal, NiCd, Hydraulic, Strain-Gauge and ROM 3" for the one with high safety
3587 Alright i made the batch
3588 thanks
3589 No problem
3590 Have a good thanksgiving guys
3591 What did you guys think was the best device?
3592 I think design #2 was the best overall.
3593 It depends which attributes we deem most important.
3594 I would say design #2 and #5 were the most desirable to me
3595 #1 is better than #2 in payload agility and price
3596 Okay if we're concerned with those two then #1 is the best.
3597 What attributes were the most important to us?
3598 #1 is the only one to be below the goal RPN
3599 #1 also met the goal for agility.
3600 If were okay with the low recharge interval, then #1 seem to be the best choice
3601 yea, #1 improves on 4/5 categories compared to #2
3602 Yeah i agree. I dont think .83 is worth bringing down 4 other aspects
3603 okay, so are we all agreed on #1?
3604 Well the recharge interval for #1 is above the minimum. And none of the others meet the goal either, except #3 with a bad payload.
3605 Yea #1
3606 Yes
3607 Should we consider #5 at all?
3608 i agree, safety over 200 is too high
3609 @Nassim Tehrani: Internal consultants were the main reason for our decision. We had to create a prototype that met as many requests as possible
3610 Well the minimum safety is 222.. but I agree, it is high.
3611 Good Morning
3612 I'm Abby and I've been using series elastic.
3613 I am Danny and I have been using pneumatic artificial muscle
3614 hello im shane and I used the hydraulic actuator
3615 The Pneumatic actuator had a very low cost
3616 Hi i am Christina I having been using Pneumatic.
3617 the PAM actuator was very strong in the agility category, but struggled in payload
3618 The series elastic is very safe but the cost is pretty high.
3619 When we used the hydraulic, the payload was much higher than needed but the recharge interval and safety were very poor
3620 our recharge interval ranges from 5 to 6 hours, how is that compared to all of your results?
3621 The Pneumatic safety was pretty poor as well
3622 Mine ranged from 6.7-8.1
3623 PAM ranged from 6.5-5.77
3624 same with hydraulic. 5.9-6.3 hourse
3625 Mine is probably the worst in that area then.
3626 mine was from 590-842
3627 What did everyone range from in payload
3628 PAM was all around 500
3629 hydraulic had 924-1116
3630 series elastic
3631 Pneumatic 480-700
3632 I had electric and its payload was 560-804
3633 @Madeline: what about your recharge interval?
3634 the recharge interval ranged from 5.98-6.90
3635 Most of my prototypes were only able to satisfy 1-3 consultants, did anyone have more?
3636 I think that safety is a very important factor to focus on
3637 We should think about what we want to prioritize. What do you think are the most important factors?
3638 I would say Safety & Payload
3639 I agree, but I think agility is also very important
3640 agreed those should be our top 2 in mind when making the next batch
3641 So we can focus on safety and payload, and keep agility in mind as well.
3642 Sounds good to me!
3643 does anyone have any results that satisfy all three of those?
3644 My device has a pretty good safety, payload, agility, and recharge interval; the cost is a little high though
3645 same here. I have one that has good scores for the categories, but is set at 15440 dollars
3646 What's everyone's range for safety cause I feel mine is very high 191-229
3647 162-202
3648 188-230
3649 for electric it is 190-230
3650 same here for hydraulic, 190-235
3651 Okay so should we choose either mine/Shane's prototypes, which are good in all categories except cost, or try to find another prototype that does not have such a high cost?
3652 We should choose our 3 best prototypes and then try to improve 2 of them by changing something
3653 I have some changes i could make to mine, to increase recharge interval and decrease cost
3654 I think that we should each choose a prototype from our previous team (or create a new one) which optimizes the safety, payload, and agility and then submit a new batch.
3655 Shane and Madeline could each design two prototypes because it sounds like their actuators are the strongest in the categories we prioritize and the rest of us could choose one more
3656 @Justin Kim: Thats what i was planning. switching composite to to aluminum, since there is room to sacrifice strength in my design
3657 Yes lets do that, for mine, i would like to do Steel, PFC, series elastic, Piezoelectric, ROM 5
3658 If all of you tell me i can make the batch, i just actually have to leave at 10:20
3659 2nd design: Steel - PFC - Electric - Piezoelectric - ROM5
3660 1st design: Composite - PFC - Electric - Piezoelectric - ROM5
3661 Aluminum, NiCd, hydraulic, Piezoelectric and ROM4
3662 sorry ROM3 for that last one instead of ROM4
3663 wups just saw that @shane
3664 @Abigail: Sorry I realized my group already tested the one you made for #3 so i made a better one called Batch 2 design 3
3665 Oh yeah i see it thanks
3666 Alright i created the batch!
3667 I created a prototype on the redd so you can just add it to the batch
3668 were we supposed to receive an email? i am a little confused.
3669 I'm pretty sure i had everything turned in on time so I don't know why i haven't received it yet!
3670 Oh you're right I thought I already did that, but it was for my last group.
3671 I think my favorite is batch 2 design 3
3672 Which prototype are you guys thinking?
3673 the only thing i don't like about it is the agility.
3674 but it's not too bad.
3675 ya i was thinking either that one or Team 4 prototype, but the safety is the only issue with that one is safety
3676 I liked the group 2 #2 but the safety is too high so the batch 2 design 3 would be overall best
3677 I agree with that
3678 would we rather a high safety or a low agility?
3679 low agility
3680 I also think that batch 2 design 3 is the best design.
3681 It has a great payload and recharge interval. The cost is decent and the safety is low
3682 I think that this outweighs the low agility of this device.
3683 even though the agility is somewhat low, the payload, safety, recharge interval, and even cost are excellent compared to our other prototypes
3684 The absolute max safety is 225 but the consultants were hoping for a much lower one around 190 so id have to have to say the safety is too poor for the group 2 #2
3685 yes, and probably for team 4 prototype also.
3686 agreed so the final choice should probably be between batch 2 design 3 and group 2 #1?
3687 i would agree, now we need to decide if agility is more important then payload
3688 agreed
3689 Good point. I would agree with Daniel.
3690 I am for batch 2 design 3
3691 the price is just too high for group 2 #1
3692 and the price is pretty high for group 2#1,
3693 because the agility, recharge interval and safety are good.
3694 I agree as well
3695 Although group 2 #1 had a very good agility rating, the low payload and high cost could not outweigh this.
3696 agreed
3697 That device satisfies many of the consultants requests and also preforms well in the categories we felt were most important
3698 This device has better balance
3699 They allowed us to exclude some devices from our final decison based upon the standards they set for the categories
3700 They gave us reference points to base our opinions on
3701 We tried to satisfy as many of them as possible with our device
3702 These requests gave us parameters to pay attention to in designing our prototypes.
3703 We figured out the most important factors for our clients
3704 Yes
3705 We wanted to create a device that was safe but also efficient, safety and payload seemed to fit into that category
3706 Hi, I'm Brandon and I worked with the hydraulic actuator
3707 Hi, I'm Brandon and I worked with the hydraulic actuator
3708 Hi guys I'm Caitlyn and I have experience working with the series elastic actuator
3709 I worked with the hydraulic actuator. Its strengths included payload and agility. As for weaknesses, it is expensive and has a low recharge interval.
3710 I worked with the hydraulic actuator. Its strengths included payload and agility. As for weaknesses, it is expensive and has a low recharge interval.
3711 The series elastic actuator maximizes safety, resulting in good RPNs for almost all devices created with it. The major downfall with this actuator was that payload and racharge interval were inversely related and it was difficult to create a device with high ratings in both of these areas.
3712 Hey guys Im Kiana. I worked with the electric actuator. *I have been out with a concussion for the last week and a half and am trying to catch up. Ill let you know asap about the electric actuator
3713 I learned that NiCd power source was the best option as well. We also learned that steel wasn't the best option for material. We used it for 3 of our prototypes and the results were fairly poor
3714 I learned that NiCd power source was the best option as well. We also learned that steel wasn't the best option for material. We used it for 3 of our prototypes and the results were fairly poor
3715 An ROM of 3 with that combination worked the best with our actuator.
3716 I agree with everything that was just said. We found that the best combination was an aluminum material, NiCd power source, and Piezoelectric control sensor.
3717 I agree with aluminum and nicd
3718 @Caitlyn: my team tested ROM5 but had the same kind of good results
3719 @Kiana: That's definitely a good thing to keep in mind
3720 What my group did for the last module was everyone created a new prototype based on their testing results and we made our batch that way. Then we had a prototype using each actuator
3721 What my group did for the last module was everyone created a new prototype based on their testing results and we made our batch that way. Then we had a prototype using each actuator
3722 i think my group found that the electric actuator did well with agility at a higher ROM but the recharge interval dropped at a higher ROM
3723 Would you like to that this time as well?
3724 Would you like to that this time as well?
3725 @Brandon: That is what we did as well.
3726 I think thats a good idea
3727 Each person is going to make a prototype using their own actuator
3728 Each person is going to make a prototype using their own actuator
3729 sorry guys im also a bit confused as to which actuator we are using. can someone recap what we've decided as a group
3730 @Brittany: I agree but we should still try to get at least and average payload
3731 @Brandon: thanks
3732 I don't think we have decided as a group. We are all going to make a prototype that we think is the best from our last batch and see which one yields the best results from there.
3733 I think we should focus on getting as close to the requirements for each output as possible to create a well rounded device. Focusing on one output could lead to very poor performance in other areas.
3734 I think we should focus on getting as close to the requirements for each output as possible to create a well rounded device. Focusing on one output could lead to very poor performance in other areas.
3735 Did someone's prototypes meet all or almost most of the requirements? If so, they should do two
3736 Did someone's prototypes meet all or almost most of the requirements? If so, they should do two
3737 neither did mine
3738 neither did mine
3739 Me neither
3740 @Justin Kim: What do we do since we missing a group member?
3741 @Justin Kim: What do we do since we missing a group member?
3742 again im playing catch up so probably not a good idea for me to make two
3743 but i have two that my first team made that seemed to do well overall
3744 k so everyone needs to create a prototype- maybe focus on one that your team found that did well but change one of the factors (like the material or battery)
3745 I can do it.
3746 We just need one more prototype
3747 I can do it.
3748 We just need one more prototype
3749 Perfect.
3750 I made the batch
3751 I made the batch
3752 Happy Thanksgiving!
3753 Hey guys sorry i missed out on the meeting i was traveling and had no access to internet. But i like the batch you guys made. Just as background info my acuator was the PAM and it had a high agility but very low payload
3754 @Justin Kim: our assignment says to compare our results from this test to previous trials... but we didnt do any as a group and since we all used different actuators it seems odd to try to compare this trial with completely different actuators to the ones
3755 okay. thanks
3756 Sounds good!
3757 The series elastic is the best option i believe.
3758 I would like to use team 2 pneumatic.It has a higher recharge agility that almost meets the required 7 hours
3759 I would like to use team 2 pneumatic.It has a higher recharge agility that almost meets the required 7 hours
3760 Yeah i guess what made me choose the series elastic was that it was very safe but then again our goal was to get 199 and the pneumatic covers that
3761 I wanted to choose a prototype that would get as close to their requirements as possible.
3762 I wanted to choose a prototype that would get as close to their requirements as possible.
3763 safety is actually the risk so we want a low safety so 197 is good
3764 @Brandon: I agree. While writing this last notebook I felt the team 2 pneumatic covered a majority of IC requests
3765 I also like the higher payload on the series elastic
3766 But the IC influenced all of the options we did to try to meet all of their request while making the best device
3767 Neither of the prototypes meet the internal consultants' payload requirement but the team 2 pneumatic prototype gets very close to the recharge interval requirement of 7 hours
3768 Neither of the prototypes meet the internal consultants' payload requirement but the team 2 pneumatic prototype gets very close to the recharge interval requirement of 7 hours
3769 I feel the internal consultants play a major role, it is what we try to base our decision on
3770 research and design IC wants a payload 528-880 so they are both close
3771 and the agility is a bit higher on the pneumatic.
3772 with the lower cost, i think we should go pneumatic.
3773 Actually, one consultant wanted 658 N and the other wanted 880 N. Neither gets that close to either of them so we could at least get close to the recharge interval requirement
3774 Actually, one consultant wanted 658 N and the other wanted 880 N. Neither gets that close to either of them so we could at least get close to the recharge interval requirement
3775 I agree 2 pneumatic meets the minimum for payload, had a high RI, low cost, low risk, and pretty average agility
3776 @Brandon: yes but the minimum was 528
3777 so they both meet the minimum
3778 Yeah what kiana said is true, pneumatic works for me
3779 is everyone okay with pneumatic or does anyone want to debate more?
3780 We choose pneumatic because it met the most amount of internal consultant requests
3781 We wanted to choose the device that met the most IC's request
3782 yes
3783 yes
3784 Hey guys i'm really sorry I missed the meeting!! I'm still traveling back to Wisconsin from Thanksgiving break and did not have internet access even though I thought I would have it. the pneumatic device sounds like a good option that will suit the needs of the internal consultants .
3785 @Justin Kim: I still havent received any emails about a presentation or a notebook on our final decision
3786 Try refreshing your browser
3787 Try refreshing your browser
3788 You should try refreshing your browser
3789 yes thank you i have tried that
3790 I submitted my worklog yesterday. Thank you
3791 @Justin Kim: I also haven't gotten an email pertaining to the presentation. Were we supposed to have gotten one today?
3792 @Justin Kim: I also haven't gotten an email pertaining to the presentation. Were we supposed to have gotten one today?
3793 yesterday. but I still havent received the next step.
3794 I cant make a new worklog.
3795 my worklog has been submitted and witnessed
3796 Have you tried refreshing your browser?
3797 Have you tried refreshing your browser?
3798 I received my email. thank you
3799 alright i got you
3800 @Justin Kim: I sent Vedant Malik because I still havent received my next assignments.
3801 @Justin Kim: I have not received an email asking me too. I have no assignments. The last thing that I received was the final proposal
3802 i have no option for a presentation worklog. I have had my assignments in on time but I never received an email for the presentation notebook (but I sent one in anyways because the rest of my group was) and I cannot do a worklog
3803 @Brandon: hey said there is an issue with the website and that he is trying to fix it
3804 I have no worklog
3805 Are you guys able to see the presentations on the course site? I can't find them
3806 Are you guys able to see the presentations on the course site? I can't find them
3807 Okay, thanks!
3808 Okay, thanks!
3809 @Brandon: yeah no problem
3810 I do not have that worklog. I have just received a worklog titled "Presentation Preparation Work Log" and "Team Design Prototypes Worklog" (this second one seems very odd since we did that worklog a few weeks ago- before the final proposal worklog)
3811 thanks
3812 Any updates on the website?
3813 Any updates on the website?
3814 @Brandon: He hasnt said anything but I can send you the other teams results later if you want (if he still hasnt fixed the website)
3815 Yeah, that would be great
3816 Yeah, that would be great
3817 I just asked and he is still trying to fix it. Which email do you want me to send it too?
3818 (i dont have them on me at this very moment but I can send it to you when i get back to the dorm- aka when class is done)
3819 dunbar.brandon@gmail.com
3820 dunbar.brandon@gmail.com
3821 cool. ill send it to you when i get back to the dorm
3822 Thanks!
3823 Thanks!
3824 I have not received an email for my exit interview or any other assignments. What should I do?
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3824 0 0 0 PublicRS.data consists of discourse from RescuShell, an online learning simulation where students work as interns at a fictitious company to solve a realistic engineering design problem in a simulated work environment. Throughout the internship, students communicate with their project teams and mentors via online chat, and these chats are recorded in the “text” column. A set of qualitative codes were applied to the data in the “text” column, where a value of 0 indicates the absence of the code and a value of 1 indicates the presence of the code in a given line.
Further details about the RS.data dataset can be found in Shaffer & Arastoopour (2014). Analyses of data from RescuShell and other engineering virtual internships can be found in Arastoopour et al. (2016) and Chesler et al. (2015).
18.2.3 Construct an ENA model
To construct an ENA model, there is a function called ena which enables researchers to set the parameters for their model. This function wraps two other functions—ena.accumulate.data and ena.make.set—which can be used together to achieve the same result.
In the following sections, we will demonstrate how to set each parameter and explain how different choices affect the resulting ENA model.
18.2.3.1 Specify units
In ENA, units can be individuals, ideas, organizations, or any other entity whose structure of connections you want to model. To set the units parameter, specify which column(s) in the data contain the variables that identify unique units.
For this example, choose the “Condition” column and the “UserName” column to define the units. The “Condition” column has two unique values: FirstGame, and SecondGame, representing novice users and relative expert users, respectively, as some students participated in RescuShell after having already completed a different engineering virtual internship. The “UserName” column includes unique user names for all students (n=48). This way of defining the units means that ENA will construct a network for each student in each condition.
unitCols = c("Condition", "UserName")To verify that the units are correctly specified, subset and preview the unique values in the units columns. There are 48 units from two conditions, which means that the ENA model will produce 48 individual-level networks for each of the units, and each unit is uniquely associated with either the novice group (FirstGame) or the relative expert group (SecondGame).
head(unique(data[, unitCols]),3) Condition UserName
1 FirstGame steven z
2 FirstGame akash v
3 FirstGame alexander b18.2.3.2 Specify codes
Next, specify the columns that contain the codes. Codes are concepts whose pattern of association you want to model for each unit. ENA represent codes as nodes in the networks and co-occurrences of codes as edges. Most researchers use binary coding in ENA analyses, where the values in the code columns are either 0 (indicating that the code is not present in that line) or 1 (indicating that the code is present in that line). RS.data contains six code columns, all of which will be used here.
To specify the code columns, enter the code column names in a vector.
codeCols = c('Data', 'Technical.Constraints', 'Performance.Parameters', 'Client.and.Consultant.Requests', 'Design.Reasoning', 'Collaboration')To verify that the codes are correctly specified, preview the code columns selected.
head(data[,codeCols],3) Data Technical.Constraints Performance.Parameters
1 0 0 0
2 0 0 0
3 0 0 0
Client.and.Consultant.Requests Design.Reasoning Collaboration
1 0 0 0
2 0 0 0
3 0 0 018.2.3.3 Specify conversations
The conversation parameter determines which lines in the data can be connected. Codes in lines that are not in the same conversation cannot be connected. For example, you may want to model connections within different time segments, such as days, or different steps in a process, such as activities.
In our example, choose the “Condition”, “GroupName”, and “ActivityNumber” columns to define the conversations. These choices indicate that connections can only happen between students who were in the same condition (FirstGame or SecondGame) and on the same project team (group), and within the same activity. This definition of conversation reflects what actually happened in the simulation: in a given condition, students only interacted with those who were in the same group, and each activity occurred on a different day.
To specify the conversation parameter, enter the column names in a vector.
conversationCols = c("Condition", "GroupName", "ActivityNumber")To verify that the conversations are correctly specified, subset and preview the unique values in the conversation columns.
head(unique(data[, conversationCols]),3) Condition GroupName ActivityNumber
1 FirstGame Electric 1
12 FirstGame Electric 3
15 FirstGame Electric 418.2.3.4 Specify the window
Once the conversation parameter is specified, a window method needs to be specified. Whereas the conversation parameter specifies which lines can be related, the window parameter determines which lines within the same conversation are related. The most common window method used in ENA is called a moving stanza window, which is what will be used here.
Briefly, a moving stanza window is a sliding window of fixed length that moves through a conversation to detect and accumulate code co-occurrences in recent temporal context. The lines within a designated stanza window are considered related to each other. For instance, if the moving stanza window is 7, then each line in the conversation is linked to the six preceding lines. See Siebert-Evenstone et al. (2017) and Ruis et al. (2019) for more detailed explanations of windows in ENA models.
Here, set the window.size.back parameter equal to 7. User can specify a different moving stanza window size by passing a different numerical value to the window.size.back parameter.
window.size.back = 7The ENA package also enables use of an infinite stanza window, which assumes that lines in any part of a conversation are related. The infinite stanza window works the same way as a moving stanza window, but there is no limit on the number of previous lines that are included in the window besides the conversation itself. The infinite stanza window is less commonly used in ENA, but is specified as follows:
window.size.back = "INF"18.2.3.5 Specify groups and rotation method
When specifying the units, we chose a column that indicates two conditions: FirstGame (novice group) and SecondGame (relative expert group). To enable comparison of students in these two conditions, three additional parameters need to be specified: groupVar, groups, and mean.
groupVar = "Condition" # "Condition" is the column used as our grouping variable
groups = c("FirstGame", "SecondGame") # "FirstGame" and "SecondGame" are the two unique values of the "Condition" column
mean = TRUEThese three parameters indicate that when building the ENA model, the first dimension will maximize the difference between the two conditions: FirstGame and SecondGame. This difference maximization is achieved through mean = TRUE, which specifies that a means rotation will be performed at the dimensional reduction stage. If the means rotation is set to FALSE or there aren’t two distinct groups in your data, ENA will by default use singular value decomposition (SVD) to perform the dimensional reduction. Bowman et al. (2022) provide a mathematical explanation of the methods used in ENA to perform dimensional reductions.
18.2.3.6 Specify metadata
The last parameter to be specified is metadata. Metadata columns are not required to construct an ENA model, but they provide information that can be used to subset units in the resulting model.
Specify the metadata columns shown below to include data on student outcomes related to reported self-confidence before and after participating in engineering virtual internships. We will use this data to demonstrate a simple linear regression analysis that can be done using ENA outputs as predictors.
metaCols = c("CONFIDENCE.Change","CONFIDENCE.Pre","CONFIDENCE.Post","C.Change") # optional18.2.3.7 Construct a model
Now that all the essential parameters have been specified, the ENA model can be constructed.
To build an ENA model, we need two functions ena.accumulate.data and ena.make.set, and we recommend that you store the output in an object (in this case, set.ena).
accum.ena =
ena.accumulate.data(
text_data = RS.data[, 'text'],
units = data[,unitCols],
conversation = data[,conversationCols],
metadata = data[,metaCols], # optional
codes = data[,codeCols],
window.size.back = 7
)
set.ena =
ena.make.set(
enadata = accum.ena, # the accumulation run above
rotation.by = ena.rotate.by.mean, # equivalent of mean=TRUE in the ena function
rotation.params = list(
accum.ena$meta.data$Condition=="FirstGame", # equivalent of groups in the ena function
accum.ena$meta.data$Condition=="SecondGame" # equivalent of groups in the ena function
)
)18.2.4 Summary of key model outputs
Users can explore what is stored in the object set by typing set$ and select items from the drop down list. Here, we briefly describe the top-level items in set that are often of interest.
18.2.4.1 Connection counts
Connection counts are the frequencies of unique connections a unit made. For each unit, ENA creates a cumulative adjacency vector that contains the sums of all unique code co-occurrences for that unit across all stanza windows. Here, there are 48 units in the ENA model, so there are 48 adjacency vectors. Each term in an ENA adjacency vector represents a unique co-occurrence of codes. Thus with six codes, each vector has 15 terms (n choose two). This is because ENA models are undirected and do not model co-occurrences of the same code.
To access ENA adjacency vectors, use set.ena$connection.counts.
set.ena$connection.counts ENA_UNIT Condition UserName CONFIDENCE.Change
1: FirstGame.steven z FirstGame steven z 1
2: FirstGame.akash v FirstGame akash v 2
3: FirstGame.alexander b FirstGame alexander b 1
4: FirstGame.brandon l FirstGame brandon l 1
5: FirstGame.christian x FirstGame christian x 0
6: FirstGame.jordan l FirstGame jordan l 2
7: FirstGame.arden f FirstGame arden f 1
8: FirstGame.margaret n FirstGame margaret n 3
9: FirstGame.connor f FirstGame connor f 0
10: FirstGame.jimmy i FirstGame jimmy i 2
11: FirstGame.devin c FirstGame devin c 0
12: FirstGame.tiffany x FirstGame tiffany x 1
13: FirstGame.amelia n FirstGame amelia n 1
14: FirstGame.luis t FirstGame luis t 0
15: FirstGame.amalia x FirstGame amalia x 1
16: FirstGame.robert z FirstGame robert z 1
17: FirstGame.joseph k FirstGame joseph k 2
18: FirstGame.peter h FirstGame peter h 1
19: FirstGame.carl b FirstGame carl b 1
20: FirstGame.mitchell h FirstGame mitchell h 1
21: FirstGame.peter s FirstGame peter s 1
22: FirstGame.joseph h FirstGame joseph h 2
23: FirstGame.cameron k FirstGame cameron k 1
24: FirstGame.fletcher l FirstGame fletcher l 1
25: FirstGame.amirah u FirstGame amirah u 2
26: FirstGame.kevin g FirstGame kevin g 1
27: SecondGame.brent p SecondGame brent p 1
28: SecondGame.kiana k SecondGame kiana k 1
29: SecondGame.madeline g SecondGame madeline g 0
30: SecondGame.justin y SecondGame justin y 1
31: SecondGame.ruzhen e SecondGame ruzhen e 1
32: SecondGame.brandon f SecondGame brandon f 1
33: SecondGame.jackson p SecondGame jackson p 1
34: SecondGame.shane t SecondGame shane t 1
35: SecondGame.samuel o SecondGame samuel o 1
36: SecondGame.casey f SecondGame casey f 1
37: SecondGame.keegan q SecondGame keegan q 1
38: SecondGame.nicholas l SecondGame nicholas l 1
39: SecondGame.cameron i SecondGame cameron i 1
40: SecondGame.cormick u SecondGame cormick u 0
41: SecondGame.daniel t SecondGame daniel t 0
42: SecondGame.christina b SecondGame christina b 0
43: SecondGame.derek v SecondGame derek v 0
44: SecondGame.nicholas n SecondGame nicholas n 1
45: SecondGame.abigail z SecondGame abigail z #N/A
46: SecondGame.caitlyn y SecondGame caitlyn y 1
47: SecondGame.nathan d SecondGame nathan d 1
48: SecondGame.luke u SecondGame luke u 0
ENA_UNIT Condition UserName CONFIDENCE.Change
CONFIDENCE.Pre CONFIDENCE.Post C.Change Data & Technical.Constraints
1: 7 8 Pos.Change 22
2: 6 8 Pos.Change 47
3: 5 7 Pos.Change 9
4: 5 6 Pos.Change 98
5: 4 4 Neg.Change 6
6: 6 8 Pos.Change 24
7: 5 7 Pos.Change 8
8: 4 7 Pos.Change 15
9: 6 6 Neg.Change 20
10: 5 8 Pos.Change 21
11: 7 7 Pos.Change 6
12: 6 7 Pos.Change 21
13: 5 7 Pos.Change 14
14: 7 7 Pos.Change 15
15: 5 7 Pos.Change 23
16: 7 8 Pos.Change 55
17: 6 8 Pos.Change 82
18: 4 4 Pos.Change 25
19: 7 8 Pos.Change 43
20: 4 4 Pos.Change 19
21: 4 4 Pos.Change 12
22: 6 8 Pos.Change 43
23: 6 7 Pos.Change 23
24: 6 7 Pos.Change 16
25: 4 6 Pos.Change 7
26: 5 6 Pos.Change 18
27: 5 6 Pos.Change 12
28: 5 6 Pos.Change 13
29: 7 7 Pos.Change 12
30: 5 6 Pos.Change 24
31: 7 8 Pos.Change 10
32: 5 6 Pos.Change 41
33: 6 7 Pos.Change 20
34: 7 8 Pos.Change 16
35: 7 8 Pos.Change 9
36: 7 8 Pos.Change 15
37: 5 6 Pos.Change 22
38: 4 4 Pos.Change 21
39: 6 7 Pos.Change 31
40: 6 6 Neg.Change 12
41: 6 6 Neg.Change 12
42: 4 4 Neg.Change 9
43: 6 6 Neg.Change 10
44: 4 4 Pos.Change 18
45: #N/A #N/A #N/A 10
46: 5 6 Pos.Change 17
47: 4 4 Pos.Change 13
48: 7 7 Pos.Change 6
CONFIDENCE.Pre CONFIDENCE.Post C.Change Data & Technical.Constraints
Data & Performance.Parameters
1: 18
2: 34
3: 5
4: 92
5: 5
6: 18
7: 5
8: 12
9: 19
10: 20
11: 2
12: 21
13: 9
14: 12
15: 23
16: 27
17: 36
18: 10
19: 24
20: 8
21: 2
22: 29
23: 16
24: 20
25: 3
26: 10
27: 6
28: 5
29: 15
30: 10
31: 11
32: 31
33: 15
34: 17
35: 14
36: 17
37: 16
38: 15
39: 20
40: 12
41: 14
42: 12
43: 7
44: 14
45: 11
46: 9
47: 15
48: 9
Data & Performance.Parameters
Technical.Constraints & Performance.Parameters
1: 20
2: 42
3: 8
4: 86
5: 6
6: 31
7: 7
8: 12
9: 21
10: 22
11: 7
12: 22
13: 11
14: 13
15: 23
16: 30
17: 53
18: 19
19: 29
20: 19
21: 9
22: 37
23: 25
24: 17
25: 8
26: 12
27: 11
28: 9
29: 15
30: 17
31: 13
32: 43
33: 28
34: 18
35: 17
36: 14
37: 19
38: 22
39: 36
40: 18
41: 9
42: 8
43: 12
44: 14
45: 10
46: 18
47: 13
48: 10
Technical.Constraints & Performance.Parameters
Data & Client.and.Consultant.Requests
1: 5
2: 10
3: 5
4: 26
5: 2
6: 12
7: 0
8: 4
9: 9
10: 10
11: 0
12: 5
13: 2
14: 5
15: 5
16: 10
17: 21
18: 3
19: 6
20: 2
21: 1
22: 14
23: 4
24: 2
25: 4
26: 4
27: 2
28: 6
29: 2
30: 1
31: 6
32: 12
33: 6
34: 8
35: 3
36: 3
37: 2
38: 7
39: 11
40: 3
41: 3
42: 0
43: 5
44: 1
45: 2
46: 2
47: 7
48: 5
Data & Client.and.Consultant.Requests
Technical.Constraints & Client.and.Consultant.Requests
1: 6
2: 14
3: 3
4: 22
5: 2
6: 18
7: 1
8: 6
9: 11
10: 11
11: 2
12: 6
13: 4
14: 6
15: 5
16: 11
17: 26
18: 1
19: 6
20: 3
21: 3
22: 13
23: 11
24: 2
25: 6
26: 5
27: 2
28: 6
29: 1
30: 4
31: 3
32: 15
33: 5
34: 5
35: 3
36: 4
37: 0
38: 7
39: 8
40: 3
41: 0
42: 0
43: 3
44: 0
45: 1
46: 3
47: 6
48: 3
Technical.Constraints & Client.and.Consultant.Requests
Performance.Parameters & Client.and.Consultant.Requests
1: 5
2: 13
3: 3
4: 27
5: 3
6: 13
7: 1
8: 5
9: 12
10: 11
11: 0
12: 7
13: 3
14: 5
15: 7
16: 8
17: 16
18: 2
19: 5
20: 1
21: 2
22: 11
23: 8
24: 6
25: 5
26: 3
27: 3
28: 5
29: 5
30: 3
31: 6
32: 14
33: 7
34: 11
35: 7
36: 4
37: 2
38: 7
39: 12
40: 6
41: 2
42: 2
43: 4
44: 1
45: 2
46: 4
47: 6
48: 6
Performance.Parameters & Client.and.Consultant.Requests
Data & Design.Reasoning Technical.Constraints & Design.Reasoning
1: 21 26
2: 45 59
3: 5 8
4: 116 110
5: 3 5
6: 25 41
7: 5 8
8: 15 11
9: 17 19
10: 27 34
11: 6 9
12: 21 30
13: 13 19
14: 12 13
15: 26 23
16: 47 59
17: 73 88
18: 24 35
19: 42 46
20: 11 25
21: 8 17
22: 41 53
23: 18 33
24: 27 26
25: 9 12
26: 13 21
27: 9 19
28: 13 16
29: 20 13
30: 23 31
31: 14 15
32: 34 59
33: 24 35
34: 25 23
35: 13 18
36: 17 16
37: 26 31
38: 23 32
39: 28 55
40: 19 30
41: 18 11
42: 10 11
43: 13 21
44: 28 36
45: 12 11
46: 12 17
47: 14 16
48: 9 8
Data & Design.Reasoning Technical.Constraints & Design.Reasoning
Performance.Parameters & Design.Reasoning
1: 19
2: 38
3: 5
4: 98
5: 5
6: 32
7: 3
8: 10
9: 18
10: 26
11: 7
12: 18
13: 14
14: 9
15: 23
16: 27
17: 44
18: 19
19: 33
20: 7
21: 9
22: 45
23: 26
24: 32
25: 9
26: 11
27: 8
28: 8
29: 22
30: 17
31: 21
32: 37
33: 31
34: 24
35: 22
36: 21
37: 31
38: 21
39: 30
40: 23
41: 12
42: 10
43: 16
44: 23
45: 14
46: 13
47: 14
48: 12
Performance.Parameters & Design.Reasoning
Client.and.Consultant.Requests & Design.Reasoning Data & Collaboration
1: 6 7
2: 9 12
3: 2 4
4: 26 30
5: 1 1
6: 22 10
7: 0 3
8: 5 8
9: 12 9
10: 14 10
11: 1 1
12: 10 9
13: 6 3
14: 5 9
15: 7 8
16: 13 11
17: 22 28
18: 5 6
19: 7 6
20: 1 5
21: 3 2
22: 17 4
23: 12 7
24: 10 8
25: 7 3
26: 7 5
27: 3 1
28: 4 6
29: 5 4
30: 4 1
31: 6 2
32: 16 12
33: 10 0
34: 11 4
35: 8 0
36: 6 1
37: 1 1
38: 6 5
39: 10 0
40: 7 1
41: 4 3
42: 2 3
43: 10 1
44: 4 2
45: 2 0
46: 3 3
47: 6 1
48: 6 1
Client.and.Consultant.Requests & Design.Reasoning Data & Collaboration
Technical.Constraints & Collaboration
1: 9
2: 21
3: 6
4: 29
5: 2
6: 30
7: 3
8: 4
9: 12
10: 10
11: 3
12: 11
13: 7
14: 10
15: 10
16: 13
17: 32
18: 5
19: 4
20: 11
21: 6
22: 8
23: 16
24: 4
25: 7
26: 9
27: 0
28: 7
29: 4
30: 2
31: 2
32: 10
33: 2
34: 6
35: 2
36: 2
37: 2
38: 6
39: 4
40: 2
41: 1
42: 0
43: 3
44: 0
45: 1
46: 2
47: 1
48: 0
Technical.Constraints & Collaboration
Performance.Parameters & Collaboration
1: 7
2: 11
3: 4
4: 15
5: 2
6: 14
7: 2
8: 5
9: 9
10: 7
11: 1
12: 6
13: 3
14: 5
15: 5
16: 8
17: 14
18: 3
19: 2
20: 7
21: 2
22: 10
23: 7
24: 5
25: 1
26: 6
27: 1
28: 5
29: 5
30: 1
31: 3
32: 7
33: 3
34: 5
35: 1
36: 2
37: 1
38: 4
39: 0
40: 3
41: 2
42: 3
43: 1
44: 2
45: 4
46: 3
47: 1
48: 1
Performance.Parameters & Collaboration
Client.and.Consultant.Requests & Collaboration
1: 1
2: 2
3: 0
4: 2
5: 0
6: 10
7: 1
8: 3
9: 5
10: 4
11: 0
12: 4
13: 4
14: 2
15: 3
16: 2
17: 7
18: 0
19: 0
20: 1
21: 1
22: 3
23: 0
24: 3
25: 3
26: 0
27: 0
28: 3
29: 2
30: 0
31: 0
32: 11
33: 2
34: 4
35: 0
36: 0
37: 1
38: 2
39: 1
40: 1
41: 1
42: 0
43: 1
44: 1
45: 0
46: 1
47: 0
48: 1
Client.and.Consultant.Requests & Collaboration
Design.Reasoning & Collaboration
1: 6
2: 19
3: 5
4: 38
5: 0
6: 28
7: 2
8: 6
9: 13
10: 13
11: 2
12: 11
13: 8
14: 5
15: 11
16: 10
17: 30
18: 6
19: 8
20: 10
21: 5
22: 11
23: 6
24: 6
25: 6
26: 5
27: 2
28: 10
29: 9
30: 1
31: 2
32: 20
33: 6
34: 10
35: 2
36: 3
37: 2
38: 5
39: 4
40: 3
41: 5
42: 2
43: 4
44: 2
45: 6
46: 3
47: 1
48: 1
Design.Reasoning & Collaboration18.2.4.2 Line weights
To compare networks in terms of their relative patterns of association, researchers can spherically normalize the cumulative adjacency vectors by diving each one by its length. The resulting normalized vectors represent each unit’s relative frequencies of code co-occurrence. In other words, the sphere normalization controls for the fact that different units might have different amounts of interaction or different numbers of activities.
Notice that in set.ena$connection.counts, the value for each unique code co-occurrence is an integer equal or greater than 0, because they represent the raw connection counts between each unique pair of codes. In set.``ena``$line.weights, those raw counts are normalized, and therefore the values are rational numbers between 0 and 1.
To access the normalized adjacency vectors, use set.ena$line.weights.
set.ena$line.weights ENA_UNIT Condition UserName CONFIDENCE.Change
1: FirstGame.steven z FirstGame steven z 1
2: FirstGame.akash v FirstGame akash v 2
3: FirstGame.alexander b FirstGame alexander b 1
4: FirstGame.brandon l FirstGame brandon l 1
5: FirstGame.christian x FirstGame christian x 0
6: FirstGame.jordan l FirstGame jordan l 2
7: FirstGame.arden f FirstGame arden f 1
8: FirstGame.margaret n FirstGame margaret n 3
9: FirstGame.connor f FirstGame connor f 0
10: FirstGame.jimmy i FirstGame jimmy i 2
11: FirstGame.devin c FirstGame devin c 0
12: FirstGame.tiffany x FirstGame tiffany x 1
13: FirstGame.amelia n FirstGame amelia n 1
14: FirstGame.luis t FirstGame luis t 0
15: FirstGame.amalia x FirstGame amalia x 1
16: FirstGame.robert z FirstGame robert z 1
17: FirstGame.joseph k FirstGame joseph k 2
18: FirstGame.peter h FirstGame peter h 1
19: FirstGame.carl b FirstGame carl b 1
20: FirstGame.mitchell h FirstGame mitchell h 1
21: FirstGame.peter s FirstGame peter s 1
22: FirstGame.joseph h FirstGame joseph h 2
23: FirstGame.cameron k FirstGame cameron k 1
24: FirstGame.fletcher l FirstGame fletcher l 1
25: FirstGame.amirah u FirstGame amirah u 2
26: FirstGame.kevin g FirstGame kevin g 1
27: SecondGame.brent p SecondGame brent p 1
28: SecondGame.kiana k SecondGame kiana k 1
29: SecondGame.madeline g SecondGame madeline g 0
30: SecondGame.justin y SecondGame justin y 1
31: SecondGame.ruzhen e SecondGame ruzhen e 1
32: SecondGame.brandon f SecondGame brandon f 1
33: SecondGame.jackson p SecondGame jackson p 1
34: SecondGame.shane t SecondGame shane t 1
35: SecondGame.samuel o SecondGame samuel o 1
36: SecondGame.casey f SecondGame casey f 1
37: SecondGame.keegan q SecondGame keegan q 1
38: SecondGame.nicholas l SecondGame nicholas l 1
39: SecondGame.cameron i SecondGame cameron i 1
40: SecondGame.cormick u SecondGame cormick u 0
41: SecondGame.daniel t SecondGame daniel t 0
42: SecondGame.christina b SecondGame christina b 0
43: SecondGame.derek v SecondGame derek v 0
44: SecondGame.nicholas n SecondGame nicholas n 1
45: SecondGame.abigail z SecondGame abigail z #N/A
46: SecondGame.caitlyn y SecondGame caitlyn y 1
47: SecondGame.nathan d SecondGame nathan d 1
48: SecondGame.luke u SecondGame luke u 0
ENA_UNIT Condition UserName CONFIDENCE.Change
CONFIDENCE.Pre CONFIDENCE.Post C.Change Data & Technical.Constraints
1: 7 8 Pos.Change 0.4000661
2: 6 8 Pos.Change 0.4016067
3: 5 7 Pos.Change 0.4370786
4: 5 6 Pos.Change 0.3797337
5: 4 4 Neg.Change 0.4435328
6: 6 8 Pos.Change 0.2619863
7: 5 7 Pos.Change 0.4914361
8: 4 7 Pos.Change 0.4310416
9: 6 6 Neg.Change 0.3554467
10: 5 8 Pos.Change 0.3012940
11: 7 7 Pos.Change 0.3618136
12: 6 7 Pos.Change 0.3492248
13: 5 7 Pos.Change 0.3830230
14: 7 7 Pos.Change 0.4195907
15: 5 7 Pos.Change 0.3736998
16: 7 8 Pos.Change 0.5023931
17: 6 8 Pos.Change 0.4683956
18: 4 4 Pos.Change 0.4291885
19: 7 8 Pos.Change 0.4663731
20: 4 4 Pos.Change 0.4368105
21: 4 4 Pos.Change 0.4364358
22: 6 8 Pos.Change 0.3982335
23: 6 7 Pos.Change 0.3534699
24: 6 7 Pos.Change 0.2641833
25: 4 6 Pos.Change 0.2728884
26: 5 6 Pos.Change 0.4550041
27: 5 6 Pos.Change 0.4142860
28: 5 6 Pos.Change 0.3926794
29: 7 7 Pos.Change 0.2794479
30: 5 6 Pos.Change 0.4541254
31: 7 8 Pos.Change 0.2682209
32: 5 6 Pos.Change 0.3722354
33: 6 7 Pos.Change 0.3003531
34: 7 8 Pos.Change 0.2863083
35: 7 8 Pos.Change 0.2193817
36: 7 8 Pos.Change 0.3544406
37: 5 6 Pos.Change 0.3607527
38: 4 4 Pos.Change 0.3584119
39: 6 7 Pos.Change 0.3503776
40: 6 6 Neg.Change 0.2386200
41: 6 6 Neg.Change 0.3653175
42: 4 4 Neg.Change 0.3557562
43: 6 6 Neg.Change 0.2734855
44: 4 4 Pos.Change 0.3107145
45: #N/A #N/A #N/A 0.3434014
46: 5 6 Pos.Change 0.4599637
47: 4 4 Pos.Change 0.3509670
48: 7 7 Pos.Change 0.2417469
CONFIDENCE.Pre CONFIDENCE.Post C.Change Data & Technical.Constraints
Data & Performance.Parameters
1: 0.3273268
2: 0.2905240
3: 0.2428215
4: 0.3564847
5: 0.3696106
6: 0.1964897
7: 0.3071476
8: 0.3448333
9: 0.3376744
10: 0.2869467
11: 0.1206045
12: 0.3492248
13: 0.2462290
14: 0.3356725
15: 0.3736998
16: 0.2466293
17: 0.2056371
18: 0.1716754
19: 0.2603012
20: 0.1839202
21: 0.0727393
22: 0.2685761
23: 0.2458921
24: 0.3302291
25: 0.1169522
26: 0.2527801
27: 0.2071430
28: 0.1510305
29: 0.3493098
30: 0.1892189
31: 0.2950430
32: 0.2814463
33: 0.2252648
34: 0.3042026
35: 0.3412605
36: 0.4016993
37: 0.2623656
38: 0.2560085
39: 0.2260500
40: 0.2386200
41: 0.4262038
42: 0.4743416
43: 0.1914398
44: 0.2416668
45: 0.3777416
46: 0.2435102
47: 0.4049619
48: 0.3626203
Data & Performance.Parameters
Technical.Constraints & Performance.Parameters
1: 0.3636965
2: 0.3588826
3: 0.3885143
4: 0.3332357
5: 0.4435328
6: 0.3383989
7: 0.4300066
8: 0.3448333
9: 0.3732191
10: 0.3156414
11: 0.4221159
12: 0.3658546
13: 0.3009466
14: 0.3636453
15: 0.3736998
16: 0.2740326
17: 0.3027435
18: 0.3261833
19: 0.3145307
20: 0.4368105
21: 0.3273268
22: 0.3426660
23: 0.3842064
24: 0.2806947
25: 0.3118725
26: 0.3033361
27: 0.3797622
28: 0.2718549
29: 0.3493098
30: 0.3216721
31: 0.3486872
32: 0.3903932
33: 0.4204944
34: 0.3220969
35: 0.4143877
36: 0.3308112
37: 0.3115592
38: 0.3754791
39: 0.4068901
40: 0.3579300
41: 0.2739882
42: 0.3162278
43: 0.3281826
44: 0.2416668
45: 0.3434014
46: 0.4870204
47: 0.3509670
48: 0.4029115
Technical.Constraints & Performance.Parameters
Data & Client.and.Consultant.Requests
1: 0.09092412
2: 0.08544824
3: 0.24282147
4: 0.10074568
5: 0.14784425
6: 0.13099313
7: 0.00000000
8: 0.11494443
9: 0.15995103
10: 0.14347335
11: 0.00000000
12: 0.08314876
13: 0.05471757
14: 0.13986356
15: 0.08123908
16: 0.09134420
17: 0.11995496
18: 0.05150262
19: 0.06507531
20: 0.04598005
21: 0.03636965
22: 0.12965742
23: 0.06147302
24: 0.03302291
25: 0.15593624
26: 0.10111203
27: 0.06904767
28: 0.18123663
29: 0.04657464
30: 0.01892189
31: 0.16093253
32: 0.10894694
33: 0.09010594
34: 0.14315417
35: 0.07312724
36: 0.07088812
37: 0.03279570
38: 0.11947063
39: 0.12432752
40: 0.05965500
41: 0.09132938
42: 0.00000000
43: 0.13674275
44: 0.01726192
45: 0.06868028
46: 0.05411338
47: 0.18898224
48: 0.20145574
Data & Client.and.Consultant.Requests
Technical.Constraints & Client.and.Consultant.Requests
1: 0.10910895
2: 0.11962754
3: 0.14569288
4: 0.08524635
5: 0.14784425
6: 0.19648969
7: 0.06142951
8: 0.17241664
9: 0.19549571
10: 0.15782069
11: 0.12060454
12: 0.09977852
13: 0.10943513
14: 0.16783627
15: 0.08123908
16: 0.10047862
17: 0.14851567
18: 0.01716754
19: 0.06507531
20: 0.06897007
21: 0.10910895
22: 0.12039618
23: 0.16905081
24: 0.03302291
25: 0.23390435
26: 0.12639003
27: 0.06904767
28: 0.18123663
29: 0.02328732
30: 0.07568756
31: 0.08046627
32: 0.13618368
33: 0.07508828
34: 0.08947135
35: 0.07312724
36: 0.09451749
37: 0.00000000
38: 0.11947063
39: 0.09042002
40: 0.05965500
41: 0.00000000
42: 0.00000000
43: 0.08204565
44: 0.00000000
45: 0.03434014
46: 0.08117007
47: 0.16198477
48: 0.12087344
Technical.Constraints & Client.and.Consultant.Requests
Performance.Parameters & Client.and.Consultant.Requests
1: 0.09092412
2: 0.11108271
3: 0.14569288
4: 0.10462052
5: 0.22176638
6: 0.14190922
7: 0.06142951
8: 0.14368053
9: 0.21326805
10: 0.15782069
11: 0.00000000
12: 0.11640827
13: 0.08207635
14: 0.13986356
15: 0.11373472
16: 0.07307536
17: 0.09139426
18: 0.03433508
19: 0.05422942
20: 0.02299002
21: 0.07273930
22: 0.10187369
23: 0.12294604
24: 0.09906873
25: 0.19492029
26: 0.07583402
27: 0.10357150
28: 0.15103052
29: 0.11643661
30: 0.05676567
31: 0.16093253
32: 0.12710477
33: 0.10512359
34: 0.19683698
35: 0.17063023
36: 0.09451749
37: 0.03279570
38: 0.11947063
39: 0.13563002
40: 0.11931000
41: 0.06088626
42: 0.07905694
43: 0.10939420
44: 0.01726192
45: 0.06868028
46: 0.10822676
47: 0.16198477
48: 0.24174689
Performance.Parameters & Client.and.Consultant.Requests
Data & Design.Reasoning Technical.Constraints & Design.Reasoning
1: 0.3818813 0.4728054
2: 0.3845171 0.5041446
3: 0.2428215 0.3885143
4: 0.4494807 0.4262317
5: 0.2217664 0.3696106
6: 0.2729023 0.4475598
7: 0.3071476 0.4914361
8: 0.4310416 0.3160972
9: 0.3021297 0.3376744
10: 0.3873781 0.4878094
11: 0.3618136 0.5427204
12: 0.3492248 0.4988926
13: 0.3556642 0.5198169
14: 0.3356725 0.3636453
15: 0.4224432 0.3736998
16: 0.4293177 0.5389308
17: 0.4169863 0.5026684
18: 0.4120210 0.6008639
19: 0.4555272 0.4989107
20: 0.2528903 0.5747506
21: 0.2909572 0.6182840
22: 0.3797110 0.4908460
23: 0.2766286 0.5071524
24: 0.4458093 0.4292978
25: 0.3508565 0.4678087
26: 0.3286141 0.5308381
27: 0.3107145 0.6559528
28: 0.3926794 0.4832977
29: 0.4657464 0.3027352
30: 0.4352035 0.5865786
31: 0.3755092 0.4023313
32: 0.3086830 0.5356558
33: 0.3604237 0.5256180
34: 0.4473568 0.4115682
35: 0.3168847 0.4387635
36: 0.4016993 0.3780700
37: 0.4263441 0.5083334
38: 0.3925463 0.5461514
39: 0.3164701 0.6216376
40: 0.3778150 0.5965500
41: 0.5479763 0.3348744
42: 0.3952847 0.4348132
43: 0.3555311 0.5743195
44: 0.4833337 0.6214290
45: 0.4120817 0.3777416
46: 0.3246803 0.4599637
47: 0.3779645 0.4319594
48: 0.3626203 0.3223292
Data & Design.Reasoning Technical.Constraints & Design.Reasoning
Performance.Parameters & Design.Reasoning
1: 0.3455117
2: 0.3247033
3: 0.2428215
4: 0.3797337
5: 0.3696106
6: 0.3493150
7: 0.1842885
8: 0.2873611
9: 0.3199021
10: 0.3730307
11: 0.4221159
12: 0.2993355
13: 0.3830230
14: 0.2517544
15: 0.3736998
16: 0.2466293
17: 0.2513342
18: 0.3261833
19: 0.3579142
20: 0.1609302
21: 0.3273268
22: 0.4167560
23: 0.3995746
24: 0.5283665
25: 0.3508565
26: 0.2780581
27: 0.2761907
28: 0.2416488
29: 0.5123211
30: 0.3216721
31: 0.5632639
32: 0.3359197
33: 0.4655473
34: 0.4294625
35: 0.5362664
36: 0.4962168
37: 0.5083334
38: 0.3584119
39: 0.3390751
40: 0.4573550
41: 0.3653175
42: 0.3952847
43: 0.4375768
44: 0.3970241
45: 0.4807620
46: 0.3517370
47: 0.3779645
48: 0.4834938
Performance.Parameters & Design.Reasoning
Client.and.Consultant.Requests & Design.Reasoning Data & Collaboration
1: 0.10910895 0.12729377
2: 0.07690342 0.10253789
3: 0.09712859 0.19425717
4: 0.10074568 0.11624502
5: 0.07392213 0.07392213
6: 0.24015407 0.10916094
7: 0.00000000 0.18428854
8: 0.14368053 0.22988885
9: 0.21326805 0.15995103
10: 0.20086269 0.14347335
11: 0.06030227 0.06030227
12: 0.16629753 0.14966777
13: 0.16415270 0.08207635
14: 0.13986356 0.25175441
15: 0.11373472 0.12998253
16: 0.11874746 0.10047862
17: 0.12566711 0.15993995
18: 0.08583770 0.10300524
19: 0.07592119 0.06507531
20: 0.02299002 0.11495012
21: 0.10910895 0.07273930
22: 0.15744116 0.03704498
23: 0.18441907 0.10757779
24: 0.16511455 0.13209164
25: 0.27288841 0.11695218
26: 0.17694605 0.12639003
27: 0.10357150 0.03452383
28: 0.12082442 0.18123663
29: 0.11643661 0.09314929
30: 0.07568756 0.01892189
31: 0.16093253 0.05364418
32: 0.14526259 0.10894694
33: 0.15017656 0.00000000
34: 0.19683698 0.07157708
35: 0.19500598 0.00000000
36: 0.14177624 0.02362937
37: 0.01639785 0.01639785
38: 0.10240339 0.08533616
39: 0.11302502 0.00000000
40: 0.13919500 0.01988500
41: 0.12177251 0.09132938
42: 0.07905694 0.11858541
43: 0.27348549 0.02734855
44: 0.06904767 0.03452383
45: 0.06868028 0.00000000
46: 0.08117007 0.08117007
47: 0.16198477 0.02699746
48: 0.24174689 0.04029115
Client.and.Consultant.Requests & Design.Reasoning Data & Collaboration
Technical.Constraints & Collaboration
1: 0.16366342
2: 0.17944131
3: 0.29138576
4: 0.11237019
5: 0.14784425
6: 0.32748282
7: 0.18428854
8: 0.11494443
9: 0.21326805
10: 0.14347335
11: 0.18090681
12: 0.18292728
13: 0.19151148
14: 0.27972712
15: 0.16247817
16: 0.11874746
17: 0.18278852
18: 0.08583770
19: 0.04338354
20: 0.25289027
21: 0.21821789
22: 0.07408996
23: 0.24589209
24: 0.06604582
25: 0.27288841
26: 0.22750206
27: 0.00000000
28: 0.21144273
29: 0.09314929
30: 0.03784378
31: 0.05364418
32: 0.09078912
33: 0.03003531
34: 0.10736563
35: 0.04875149
36: 0.04725875
37: 0.03279570
38: 0.10240339
39: 0.04521001
40: 0.03977000
41: 0.03044313
42: 0.00000000
43: 0.08204565
44: 0.00000000
45: 0.03434014
46: 0.05411338
47: 0.02699746
48: 0.00000000
Technical.Constraints & Collaboration
Performance.Parameters & Collaboration
1: 0.12729377
2: 0.09399306
3: 0.19425717
4: 0.05812251
5: 0.14784425
6: 0.15282531
7: 0.12285902
8: 0.14368053
9: 0.15995103
10: 0.10043135
11: 0.06030227
12: 0.09977852
13: 0.08207635
14: 0.13986356
15: 0.08123908
16: 0.07307536
17: 0.07996998
18: 0.05150262
19: 0.02169177
20: 0.16093017
21: 0.07273930
22: 0.09261244
23: 0.10757779
24: 0.08255727
25: 0.03898406
26: 0.15166804
27: 0.03452383
28: 0.15103052
29: 0.11643661
30: 0.01892189
31: 0.08046627
32: 0.06355238
33: 0.04505297
34: 0.08947135
35: 0.02437575
36: 0.04725875
37: 0.01639785
38: 0.06826893
39: 0.00000000
40: 0.05965500
41: 0.06088626
42: 0.11858541
43: 0.02734855
44: 0.03452383
45: 0.13736056
46: 0.08117007
47: 0.02699746
48: 0.04029115
Performance.Parameters & Collaboration
Client.and.Consultant.Requests & Collaboration
1: 0.018184824
2: 0.017089648
3: 0.000000000
4: 0.007749668
5: 0.000000000
6: 0.109160939
7: 0.061429512
8: 0.086208320
9: 0.088861686
10: 0.057389341
11: 0.000000000
12: 0.066519011
13: 0.109435131
14: 0.055945424
15: 0.048743451
16: 0.018268840
17: 0.039984988
18: 0.000000000
19: 0.000000000
20: 0.022990024
21: 0.036369648
22: 0.027783733
23: 0.000000000
24: 0.049534364
25: 0.116952176
26: 0.000000000
27: 0.000000000
28: 0.090618314
29: 0.046574643
30: 0.000000000
31: 0.000000000
32: 0.099868030
33: 0.030035312
34: 0.071577084
35: 0.000000000
36: 0.000000000
37: 0.016397850
38: 0.034134464
39: 0.011302502
40: 0.019885000
41: 0.030443128
42: 0.000000000
43: 0.027348549
44: 0.017261917
45: 0.000000000
46: 0.027056689
47: 0.000000000
48: 0.040291148
Client.and.Consultant.Requests & Collaboration
Design.Reasoning & Collaboration
1: 0.10910895
2: 0.16235166
3: 0.24282147
4: 0.14724369
5: 0.00000000
6: 0.30565063
7: 0.12285902
8: 0.17241664
9: 0.23104038
10: 0.18651536
11: 0.12060454
12: 0.18292728
13: 0.21887026
14: 0.13986356
15: 0.17872599
16: 0.09134420
17: 0.17136423
18: 0.10300524
19: 0.08676708
20: 0.22990024
21: 0.18184824
22: 0.10187369
23: 0.09220953
24: 0.09906873
25: 0.23390435
26: 0.12639003
27: 0.06904767
28: 0.30206105
29: 0.20958589
30: 0.01892189
31: 0.05364418
32: 0.18157824
33: 0.09010594
34: 0.17894271
35: 0.04875149
36: 0.07088812
37: 0.03279570
38: 0.08533616
39: 0.04521001
40: 0.05965500
41: 0.15221564
42: 0.07905694
43: 0.10939420
44: 0.03452383
45: 0.20604085
46: 0.08117007
47: 0.02699746
48: 0.04029115
Design.Reasoning & Collaboration18.2.4.3 ENA points
As the product of a dimensional reduction, for each unit, ENA produces an ENA point in a two-dimensional space. Since there are 48 units, ENA produces 48 ENA points.
By default, rENA visualizes ENA points on an x-y coordinate plane defined by the first two dimensions of the dimensional reduction: for a means rotation, MR1 and SVD2, and for an SVD, SVD1 and SVD2.
To access these points, use set.ena$points .
set.ena$points ENA_UNIT Condition UserName CONFIDENCE.Change
1: FirstGame.steven z FirstGame steven z 1
2: FirstGame.akash v FirstGame akash v 2
3: FirstGame.alexander b FirstGame alexander b 1
4: FirstGame.brandon l FirstGame brandon l 1
5: FirstGame.christian x FirstGame christian x 0
6: FirstGame.jordan l FirstGame jordan l 2
7: FirstGame.arden f FirstGame arden f 1
8: FirstGame.margaret n FirstGame margaret n 3
9: FirstGame.connor f FirstGame connor f 0
10: FirstGame.jimmy i FirstGame jimmy i 2
11: FirstGame.devin c FirstGame devin c 0
12: FirstGame.tiffany x FirstGame tiffany x 1
13: FirstGame.amelia n FirstGame amelia n 1
14: FirstGame.luis t FirstGame luis t 0
15: FirstGame.amalia x FirstGame amalia x 1
16: FirstGame.robert z FirstGame robert z 1
17: FirstGame.joseph k FirstGame joseph k 2
18: FirstGame.peter h FirstGame peter h 1
19: FirstGame.carl b FirstGame carl b 1
20: FirstGame.mitchell h FirstGame mitchell h 1
21: FirstGame.peter s FirstGame peter s 1
22: FirstGame.joseph h FirstGame joseph h 2
23: FirstGame.cameron k FirstGame cameron k 1
24: FirstGame.fletcher l FirstGame fletcher l 1
25: FirstGame.amirah u FirstGame amirah u 2
26: FirstGame.kevin g FirstGame kevin g 1
27: SecondGame.brent p SecondGame brent p 1
28: SecondGame.kiana k SecondGame kiana k 1
29: SecondGame.madeline g SecondGame madeline g 0
30: SecondGame.justin y SecondGame justin y 1
31: SecondGame.ruzhen e SecondGame ruzhen e 1
32: SecondGame.brandon f SecondGame brandon f 1
33: SecondGame.jackson p SecondGame jackson p 1
34: SecondGame.shane t SecondGame shane t 1
35: SecondGame.samuel o SecondGame samuel o 1
36: SecondGame.casey f SecondGame casey f 1
37: SecondGame.keegan q SecondGame keegan q 1
38: SecondGame.nicholas l SecondGame nicholas l 1
39: SecondGame.cameron i SecondGame cameron i 1
40: SecondGame.cormick u SecondGame cormick u 0
41: SecondGame.daniel t SecondGame daniel t 0
42: SecondGame.christina b SecondGame christina b 0
43: SecondGame.derek v SecondGame derek v 0
44: SecondGame.nicholas n SecondGame nicholas n 1
45: SecondGame.abigail z SecondGame abigail z #N/A
46: SecondGame.caitlyn y SecondGame caitlyn y 1
47: SecondGame.nathan d SecondGame nathan d 1
48: SecondGame.luke u SecondGame luke u 0
ENA_UNIT Condition UserName CONFIDENCE.Change
CONFIDENCE.Pre CONFIDENCE.Post C.Change MR1 SVD2
1: 7 8 Pos.Change -0.054233380 -0.008491458
2: 6 8 Pos.Change -0.077420951 0.031134440
3: 5 7 Pos.Change -0.305949267 -0.098348499
4: 5 6 Pos.Change 0.026300369 -0.053460402
5: 4 4 Neg.Change -0.028832466 -0.105877612
6: 6 8 Pos.Change -0.228186881 -0.136061818
7: 5 7 Pos.Change -0.192458854 0.123538718
8: 4 7 Pos.Change -0.126934912 -0.161530227
9: 6 6 Neg.Change -0.170613447 -0.235509929
10: 5 8 Pos.Change -0.038727781 -0.090845011
11: 7 7 Pos.Change -0.021975592 0.167994314
12: 6 7 Pos.Change -0.094606886 -0.039983088
13: 5 7 Pos.Change -0.076843013 0.021365771
14: 7 7 Pos.Change -0.250963011 -0.135036828
15: 5 7 Pos.Change -0.028561001 -0.113419127
16: 7 8 Pos.Change -0.073760550 0.137774541
17: 6 8 Pos.Change -0.166826692 0.069480764
18: 4 4 Pos.Change 0.009296573 0.217513242
19: 7 8 Pos.Change 0.068852541 0.121473955
20: 4 4 Pos.Change -0.266080265 0.194843603
21: 4 4 Pos.Change -0.145273891 0.215904075
22: 6 8 Pos.Change 0.061333307 0.009622309
23: 6 7 Pos.Change -0.091862136 -0.006013336
24: 6 7 Pos.Change 0.158467140 -0.092552728
25: 4 6 Pos.Change -0.161722756 -0.094003010
26: 5 6 Pos.Change -0.169429017 0.060487340
27: 5 6 Pos.Change 0.063949142 0.235768187
28: 5 6 Pos.Change -0.246331909 -0.015318259
29: 7 7 Pos.Change 0.112731999 -0.187239886
30: 5 6 Pos.Change 0.083414137 0.238561281
31: 7 8 Pos.Change 0.197422760 -0.131925695
32: 5 6 Pos.Change -0.032755320 0.015924628
33: 6 7 Pos.Change 0.166929314 0.047546550
34: 7 8 Pos.Change 0.068236661 -0.148701768
35: 7 8 Pos.Change 0.236974177 -0.106547732
36: 7 8 Pos.Change 0.174531017 -0.102515032
37: 5 6 Pos.Change 0.211946766 0.120052660
38: 4 4 Pos.Change 0.026306537 0.060055519
39: 6 7 Pos.Change 0.105759496 0.154706976
40: 6 6 Neg.Change 0.185754026 0.081420276
41: 6 6 Neg.Change 0.121729549 -0.109538948
42: 4 4 Neg.Change 0.142234458 -0.039922772
43: 6 6 Neg.Change 0.113417153 0.037337142
44: 4 4 Pos.Change 0.198681449 0.204897944
45: #N/A #N/A #N/A 0.142842547 -0.086705561
46: 5 6 Pos.Change 0.016837901 0.074341736
47: 4 4 Pos.Change 0.138276220 -0.094985867
48: 7 7 Pos.Change 0.218124738 -0.247211379
CONFIDENCE.Pre CONFIDENCE.Post C.Change MR1 SVD2
SVD3 SVD4 SVD5 SVD6 SVD7
1: 0.065512485 2.034477e-02 0.011885463 -0.024274831 -0.023161244
2: 0.033624904 -2.531589e-05 0.006465571 0.013363245 0.001215593
3: -0.011055187 9.816549e-02 -0.003662261 0.076091486 0.077059745
4: 0.097954100 -4.495563e-02 -0.018004171 -0.010070937 0.007263852
5: 0.061865965 2.722098e-01 0.033561117 -0.046474145 0.036504698
6: -0.225603754 -6.517203e-02 0.060980601 0.057598747 -0.022547815
7: 0.176080626 9.105862e-02 0.046709351 0.066270401 -0.043721732
8: 0.131595613 -1.592518e-02 -0.090011874 0.014167630 0.027217158
9: -0.040650470 4.755787e-02 -0.028526870 0.049721081 -0.007157686
10: -0.081284241 -4.922456e-02 -0.056182814 0.011924153 -0.043510744
11: -0.067902872 -2.639093e-02 0.147268414 -0.041237947 0.072117955
12: 0.010189357 -4.003397e-03 -0.004553057 0.044859611 -0.102423260
13: -0.060945608 -9.207385e-02 0.030609771 0.012535278 -0.024068509
14: 0.070959723 5.315388e-02 -0.032629153 -0.033174197 -0.025703304
15: 0.099489467 -3.443757e-02 0.030757992 0.014243638 -0.000243970
16: 0.082717808 -2.356586e-02 -0.123067786 -0.042212649 0.008307832
17: 0.021215034 -4.871425e-02 -0.102256091 -0.012280547 0.038908909
18: 0.026658786 -5.514304e-02 -0.015319524 -0.004863632 0.010869690
19: 0.106457138 -3.773147e-02 -0.051555123 -0.038730667 0.057152368
20: 0.016943233 5.747054e-02 0.087922223 0.142649566 -0.012320951
21: -0.131233803 -2.978435e-02 0.047263128 -0.001087914 0.040464740
22: -0.021586280 1.539994e-02 -0.027431174 -0.028624319 0.036839790
23: -0.104276397 6.835462e-02 0.078455700 -0.089169723 -0.041933233
24: 0.023738467 -1.281201e-01 0.065321974 -0.065664982 -0.053212616
25: -0.277386779 -8.223268e-02 -0.063524158 -0.015079073 0.023906654
26: -0.003077315 1.378471e-02 -0.030477247 -0.050479275 -0.037823920
27: -0.029494312 9.501457e-02 -0.066878979 0.054564143 -0.035647455
28: -0.076349268 -1.058834e-01 -0.107935777 0.095757479 0.068176799
29: 0.078473842 -1.298673e-01 0.118568224 0.030930176 0.045048941
30: 0.046561799 -3.676294e-03 -0.055316367 -0.058717746 0.031635075
31: -0.061491246 1.789644e-02 0.044116879 -0.069478322 0.046741314
32: -0.051223124 3.928374e-02 -0.029341881 0.076089317 -0.037278791
33: -0.094159059 2.958456e-02 0.046175542 0.014601611 0.023478807
34: -0.051192444 -7.594070e-02 -0.038789418 0.023259410 0.009651246
35: -0.092952509 7.486548e-02 0.094660327 -0.037760128 -0.045005385
36: 0.079539268 4.797357e-03 0.039074442 -0.075043901 0.007374387
37: 0.069215213 -5.553736e-02 0.087158048 -0.064611994 0.046275638
38: -0.023281618 2.847848e-02 -0.034190370 -0.004839455 -0.002047984
39: -0.089920350 1.150784e-01 -0.048044078 0.023512870 -0.018198731
40: -0.106312549 -1.089345e-02 0.040095502 -0.004624608 -0.059036524
41: 0.214601732 -1.403243e-01 -0.057628309 0.016972683 0.001853197
42: 0.215247819 -4.884861e-03 0.046520413 0.011186731 -0.112358075
43: -0.195737687 -3.546096e-02 -0.034460575 -0.026578038 -0.038200456
44: 0.040905327 -1.288310e-01 -0.017645183 -0.035047667 -0.056149057
45: 0.109293212 -6.000285e-02 0.104086971 0.068298482 0.053696355
46: 0.059107113 1.289694e-01 0.040817586 0.029634660 0.065993170
47: 0.027735978 1.133557e-01 -0.114218781 -0.045241894 -0.013403997
48: -0.068567135 1.039782e-01 -0.056824215 -0.022863810 0.017401525
SVD3 SVD4 SVD5 SVD6 SVD7
SVD8 SVD9 SVD10 SVD11 SVD12
1: -0.0164322661 -0.012885771 -0.011691555 0.005448827 -0.0278803118
2: -0.0139022350 0.004071313 -0.040173788 0.035710843 -0.0115597222
3: -0.0919864260 -0.062449678 -0.011461492 -0.031675014 0.0033827940
4: -0.0017484260 0.002153011 -0.044021473 0.005634547 -0.0137343816
5: -0.0321331583 -0.013407931 0.024172603 0.041509806 0.0406072442
6: -0.0238361735 0.029621236 -0.008656700 0.005890735 0.0145564478
7: 0.0632186616 -0.016403948 -0.002096143 0.007471589 0.0310456557
8: 0.0742978809 -0.016421697 0.046852974 0.004740948 -0.0293558420
9: 0.0094362113 0.022669323 0.028432797 0.007207595 0.0061968744
10: -0.0047198553 -0.022462098 0.005036966 0.018824553 -0.0350090956
11: 0.0502547737 -0.003892844 -0.037023763 -0.001461239 -0.0460558326
12: 0.0111827580 0.011461335 -0.018597049 -0.006671373 -0.0054797068
13: -0.0015053653 0.067489039 0.029688153 0.029329961 0.0217283009
14: 0.0257057338 -0.048121082 -0.020731293 -0.009597652 0.0097274982
15: 0.0300739461 0.018504888 -0.041221607 -0.004352959 0.0057858500
16: -0.0241394412 0.023901176 0.011840217 -0.010098521 0.0160562111
17: 0.0087219533 -0.001887746 -0.003625267 -0.002929780 -0.0074320304
18: 0.0000358511 -0.036346217 0.013671694 -0.042134568 0.0020287077
19: 0.0089597620 0.028451474 -0.002901745 -0.006973696 0.0003213966
20: -0.0250364125 -0.007639222 -0.033356230 -0.026930888 0.0070493916
21: -0.0102389900 0.018680574 0.036833335 0.007961818 0.0340231521
22: -0.0337502775 0.033718737 0.029804443 0.001509817 -0.0285876952
23: -0.0061826266 0.005816652 0.001112913 -0.001992475 -0.0164138080
24: 0.0204835737 -0.050116825 0.045322716 -0.000955127 0.0023183801
25: 0.0576725911 0.010488349 -0.025350117 0.008960724 0.0342191017
26: -0.0744320431 0.015007950 0.028139411 -0.034428474 -0.0075385800
27: 0.0008790746 0.008480837 0.028172413 -0.009025885 -0.0008801629
28: -0.0228413593 -0.047468142 0.022011001 0.043974897 -0.0029647072
29: 0.0244303310 -0.010824102 0.005176251 -0.013119022 0.0107720750
30: 0.0255720985 0.022300555 0.001161944 0.004158683 0.0174009487
31: -0.0337282057 -0.057768753 0.017924809 -0.003716423 -0.0065626486
32: 0.0386409738 0.031631586 0.027415833 0.031923264 -0.0220830216
33: 0.0251474410 0.009124867 0.001884263 -0.018318928 -0.0241830036
34: 0.0022749727 -0.007257401 -0.004707628 0.002849526 0.0216561896
35: 0.0181526757 0.013336475 -0.017575936 -0.017744761 0.0144430165
36: -0.0182312118 0.066486884 -0.004740768 0.008047128 -0.0052268542
37: -0.0093910079 -0.020871875 -0.008769361 0.036399354 0.0323158990
38: 0.0116321966 -0.033103355 -0.027872565 0.029577717 -0.0267087363
39: 0.0015834065 0.001091666 -0.039517666 0.008628476 0.0104750715
40: -0.0010986395 -0.044897119 -0.004346612 0.017655844 -0.0118267273
41: -0.0073949408 0.023463846 -0.039760214 -0.047888755 0.0221925485
42: -0.0226836663 -0.008070065 0.041604279 0.005877355 -0.0012338165
43: -0.0218594615 0.011059324 0.011801042 -0.069169135 -0.0062743151
44: -0.0225493913 -0.047735914 -0.009283258 0.021609706 0.0130221748
45: -0.0733880589 0.052988097 0.011781131 0.012623756 -0.0217500416
46: 0.0789965155 0.014609307 0.038423764 -0.031962667 -0.0147317275
47: -0.0295839588 0.036821213 -0.049168553 0.021636016 -0.0161797828
48: 0.0354402160 -0.013397930 -0.001614167 -0.034016145 0.0183276217
SVD8 SVD9 SVD10 SVD11 SVD12
SVD13 SVD14 SVD15
1: -0.0061402042 0.0123033648 0.0198953217
2: 0.0021927452 0.0296761744 -0.0110002128
3: 0.0266656649 -0.0177925917 -0.0108344492
4: 0.0242849976 0.0153606378 -0.0208255911
5: -0.0135758495 0.0136881716 0.0104047762
6: -0.0271799463 -0.0223627354 0.0119953781
7: -0.0025908586 -0.0108986874 0.0114228434
8: -0.0256746316 -0.0203638708 -0.0009023915
9: -0.0158889018 0.0012575780 -0.0042635511
10: 0.0060739983 0.0064392483 -0.0111662797
11: -0.0222405238 -0.0231088997 -0.0051355711
12: 0.0182857796 0.0103274257 0.0068536485
13: 0.0301620968 -0.0041049456 0.0237866218
14: 0.0042133564 -0.0202065168 0.0066660480
15: 0.0209658796 0.0182088467 0.0019801679
16: -0.0135622377 0.0082432919 0.0069701465
17: 0.0044907827 0.0002814284 -0.0083964708
18: 0.0225166812 0.0095091549 -0.0050846119
19: 0.0162742805 0.0005014237 -0.0139254734
20: -0.0273776229 -0.0143000095 0.0071702756
21: 0.0111061124 0.0049670085 -0.0225200044
22: 0.0010690526 0.0013993404 0.0277921411
23: -0.0151899248 0.0100639946 -0.0157930947
24: 0.0141306408 -0.0051831624 -0.0029875516
25: -0.0127997058 -0.0111688967 -0.0131834052
26: -0.0202116615 0.0072632261 0.0110812896
27: 0.0005498346 0.0028856208 -0.0280742674
28: -0.0116584429 -0.0037094736 -0.0124616627
29: -0.0091375304 0.0218364684 -0.0061297100
30: -0.0388542090 0.0085625041 -0.0037727373
31: 0.0200852017 -0.0015101869 0.0046782688
32: 0.0471225768 -0.0192687403 0.0067479599
33: 0.0022321036 0.0038412665 0.0188774097
34: -0.0065379829 0.0495145673 0.0152814307
35: 0.0017586548 0.0059697493 -0.0263341198
36: 0.0035295645 -0.0200580058 -0.0130960167
37: 0.0359199114 -0.0234809603 0.0147852654
38: 0.0035072616 0.0135233462 0.0195585690
39: 0.0179478578 0.0067173681 -0.0015233080
40: -0.0214884464 0.0169084196 0.0048831249
41: -0.0069255003 -0.0086765042 0.0096566865
42: -0.0069951437 -0.0088441089 -0.0269952319
43: 0.0178201425 -0.0053133645 0.0091896382
44: -0.0260340488 -0.0206584211 0.0120689126
45: -0.0153646696 0.0020055801 -0.0057047257
46: 0.0039716892 0.0145179946 0.0085037376
47: -0.0032523256 -0.0248361768 -0.0040118795
48: -0.0081964990 -0.0099269425 0.0038726556
SVD13 SVD14 SVD15ENA points are thus summary statistics that researchers can use to conduct statistical tests, and they can also be used in subsequent analyses. For example, statistical differences between groups in the data can be tested using ENA dimension scores, and those scores can also be used in regression analyses to predict outcome variables, which we will demonstrate later.
18.2.4.4 Rotation matrix
The rotation matrix used during the dimensional reduction can be accessed through set.ena$rotation. This is mostly useful when you want to construct an ENA metric space using one dataset and then project ENA points from different data into that space, as in section 5.1.
head(set.ena$rotation.matrix,3) codes MR1 SVD2
1: Data & Technical.Constraints -0.297140113 0.255428037
2: Data & Performance.Parameters 0.146745148 -0.407863340
3: Technical.Constraints & Performance.Parameters 0.006251295 -0.006724338
SVD3 SVD4 SVD5 SVD6 SVD7 SVD8
1: 0.4027380 0.1829314 -0.18841712 -0.22238612 0.3539426 -0.04618008
2: 0.4998255 0.1655853 -0.01271575 0.02831357 -0.5461929 -0.19336181
3: -0.0357799 0.4901334 0.29999562 0.27301947 0.1197999 0.45958816
SVD9 SVD10 SVD11 SVD12 SVD13 SVD14
1: 0.39593034 0.3556577 -0.03738872 -0.0005144122 0.30025177 0.24188117
2: 0.27237864 -0.1917366 0.18450254 -0.1247520324 0.17795795 0.06161493
3: 0.01614337 -0.2375881 -0.25630008 -0.3668342035 0.05404011 0.25435787
SVD15
1: 0.07161604
2: 0.04655934
3: 0.2090703118.2.4.5 Metadata
set$meta.data returns a data frame that includes all the columns of the ENA set except for the columns representing code co-occurrences.
head(set.ena$meta.data,3) ENA_UNIT Condition UserName CONFIDENCE.Change CONFIDENCE.Pre
1: FirstGame.steven z FirstGame steven z 1 7
2: FirstGame.akash v FirstGame akash v 2 6
3: FirstGame.alexander b FirstGame alexander b 1 5
CONFIDENCE.Post C.Change
1: 8 Pos.Change
2: 8 Pos.Change
3: 7 Pos.Change18.2.5 ENA visualization
Once an ENA set is constructed, it can be visualized, which facilitates interpretation of the model. Here, we will look at the two conditions, FirstGame (novices) and SecondGame (relative experts), by plotting their mean networks.
18.2.5.1 Plot a mean network
To plot a network, use the ena.plot.network function. This function requires the network parameter (a character vector of line weights), and the line weights come from set$line.weights.
First, subset line weights for each of the two groups.
# Subset lineweights for FirstGame
first.game.lineweights = as.matrix(set.ena$line.weights$Condition$FirstGame)
# Subset lineweights for SecondGame
second.game.lineweights = as.matrix(set.ena$line.weights$Condition$SecondGame)Next, calculate the mean networks for the two groups, and store the line weights as vectors.
first.game.mean = as.vector(colMeans(first.game.lineweights))
second.game.mean = as.vector(colMeans(second.game.lineweights))During plotting, use a pipe |> to send the output of one function into the first parameter of the subsequent function. To distinguish the two mean networks, set the color of the FirstGame mean network to red. ::: {.cell}
:::
ena.plot(set.ena, title = "FirstGame mean plot") |>
ena.plot.network(network = first.game.mean, colors = c("red"))and the color of the SecondGame mean network to blue.
ena.plot(set.ena, title = "SecondGame mean plot") |>
ena.plot.network(network = second.game.mean, colors = c("blue"))As you can see from the two network visualizations above, their node positions are exactly same. All ENA networks from the same model have the same node positions, which are determined by an optimization routine that attempts to place the nodes such that the centroid of each unit’s network and the location of the ENA point in the reduced space are co-located.
Because of the fixed node positions, ENA can construct a subtracted network, which enables the identification of the most salient differences between two networks. To do this, ENA subtracts the weight of each connection in one network from the corresponding weighted connection in another network, then visualizes the differences in connection strengths. Each edge is color-coded to indicate which of the two networks contains the stronger connection, and the thickness and saturation of the edges corresponds to the magnitude of the difference.
To plot a subtracted network, first calculate the subtracted network line weights by subtracting one group’s line weights from the other. (Because ENA computes the absolute values of the differences in edge weights, the order of the two networks in the subtraction doesn’t matter.)
subtracted.mean = first.game.mean - second.game.meanThen, use the ena.plot function to plot the subtracted network. If the differences are relatively small, a multiplier can be applied to rescale the line weights, improving legibility.
ena.plot(set.ena, title = "Subtracted: FirstGame (red) - SecondGame (blue)") |>
ena.plot.network(network = subtracted.mean * 5, # Optional rescaling of the line weights
colors = c("red", "blue"))Here, the subtracted network shows that on average, students in the FirstGame condition (red) made more connections with Technical.Constraints and Collaboration than students in the SecondGame condition (blue), while students in the SecondGame condition made more connections with Design.Reasoning and Performance.Parameters than students in the FirstGame condition. This is because students with more experience of engineering design practices did not need to spend as much time and effort managing the collaborative process and learning about the basic technical elements of the problem space, and instead spent relatively more time focusing on more complex analysis and design reasoning tasks.
Note that this subtracted network shows no connection between Technical.Constraints and Design.Reasoning, simply because the strength of this connection was similar in both conditions. Thus, subtraction networks should always be visualized along with with the two networks being subtracted.
18.2.5.2 Plot a mean network and its points
The ENA point or points associated with a network or mean network can also be visualized.
To visualize the points associated with each of the mean networks plotted above, use set$points to subset the rows that are in each condition and plot each condition as a different color.
# Subset rotated points for the first condition
first.game.points = as.matrix(set.ena$points$Condition$FirstGame)
# Subset rotated points for the second condition
second.game.points = as.matrix(set.ena$points$Condition$SecondGame)Then, plot the FirstGame mean network the same as above using ena.plot.network, use |> to pipe in the FirstGame points that we want to include, and plot them using ena.plot.points.
Each point in the space is the ENA point for a given unit. The red and blue squares on the x-axis are the means of the ENA points for each condition, along with the 95% confidence interval on each dimension (you might need to zoom in for better readability)
Since we used a means rotation to construct the ENA model, the resulting space highlights the differences between FirstGame and SecondGame by constructing a rotation that places the means of each condition as close as possible to the x-axis of the space and maximizes the differences between them.
ena.plot(set.ena, title = " points (dots), mean point (square), and confidence interval (box)") |>
ena.plot.points(points = first.game.points, colors = c("red")) |>
ena.plot.group(point = first.game.points, colors =c("red"),
confidence.interval = "box")ena.plot(set.ena, title = "FirstGame mean network and its points") |>
ena.plot.network(network = first.game.mean, colors = c("red")) |>
ena.plot.points(points = first.game.points, colors = c("red")) |>
ena.plot.group(point = first.game.points, colors =c("red"),
confidence.interval = "box") Then, do the same for the SecondGame condition.
ena.plot(set.ena, title = " points (dots), mean point (square), and confidence interval (box)") |>
ena.plot.points(points = second.game.points, colors = c("blue")) |>
ena.plot.group(point = second.game.points, colors =c("blue"),
confidence.interval = "box")ena.plot(set.ena, title = "SecondGame mean network and its points") |>
ena.plot.network(network = second.game.mean, colors = c("blue")) |>
ena.plot.points(points = second.game.points, colors = c("blue")) |>
ena.plot.group(point = second.game.points, colors =c("blue"),
confidence.interval = "box")Lastly, do the same for subtraction as well.
ena.plot(set.ena, title = "Subtracted mean network: FirstGame (red) - SecondGame (blue)") |>
ena.plot.network(network = subtracted.mean * 5,
colors = c("red", "blue")) |>
ena.plot.points(points = first.game.points, colors = c("red")) |>
ena.plot.group(point = first.game.points, colors =c("red"),
confidence.interval = "box") |>
ena.plot.points(points = second.game.points, colors = c("blue")) |>
ena.plot.group(point = second.game.points, colors =c("blue"),
confidence.interval = "box")Note that the majority of the red points (FirstGame) are located on the left side of the space, and the blue points (SecondGame) are mostly located on the right side of the space. This is consistent with the line weights distribution in the mean network: the FirstGame units make relatively more connections with nodes on the left side of the space, while the SecondGame units make relatively more connections with nodes on the right side of the space. The positions of the nodes enable interpretation of the dimensions, and thus interpretation of the locations of the ENA points.
18.2.5.3 Plot an individual unit network and its point
Plotting the network and ENA point for a single unit uses the same approach. First, subset the line weights and point for a given unit.
unit.A.line.weights = as.matrix(set.ena$line.weights$ENA_UNIT$`FirstGame.steven z`) # subset line weights
unit.A.point = as.matrix(set.ena$points$ENA_UNIT$`FirstGame.steven z`) # subset ENA pointThen, plot the network and point for that unit.
ena.plot(set.ena, title = "Individual network: FirstGame.steven z") |>
ena.plot.network(network = unit.A.line.weights, colors = c("red")) |>
ena.plot.points(points = unit.A.point, colors = c("red"))Following the exact same procedure, we can, for example, choose a unit from the other condition to plot and also construct a subtracted plot for those two units.
unit.B.line.weights = as.matrix(set.ena$line.weights$ENA_UNIT$`SecondGame.samuel o`) # subset line weights
unit.B.point = as.matrix(set.ena$points$ENA_UNIT$`SecondGame.samuel o`) # subset ENA pointena.plot(set.ena, title = "Individual network: SecondGame.samuel o") |>
ena.plot.network(network = unit.B.line.weights, colors = c("blue")) |>
ena.plot.points(points = unit.B.point, colors = c("blue"))To visually analyze the differences between the two individual networks, plot their subtracted network.
ena.plot(set.ena, title = "Subtracted network: FirstGame.steven z (red) - SecondGame.samuel o (blue)") |>
ena.plot.network(network = (unit.A.line.weights - unit.B.line.weights) * 5,
colors = c("red", "blue")) |>
ena.plot.points(points = unit.A.point, colors = c("red")) |>
ena.plot.points(points = unit.B.point, colors = c("blue"))In this unit-level subtracted network, Unit A (red) made relatively more connections with codes such as Technical.Constraints, Data, and Collaboration, while Unit B (blue) made relatively more connections with Design.Reasoning and Performance.Parameters.
18.2.5.4 Plot everything, everywhere, all at once
The helper function ena.plotter enables users to plot points, means, and networks for each condition at the same time. This gives the same results as above more parsimoniously. However, this approach does not enable customization of edge and point colors.
#with helper function
p<-ena.plotter(set.ena,
points = T,
mean = T,
network = T,
print.plots = T,
groupVar = "Condition",
groups = c("SecondGame","FirstGame"),
subtractionMultiplier = 5)$SecondGame
$FirstGame
$`SecondGame-FirstGame`p$plot$SecondGame
$FirstGame
$`SecondGame-FirstGame`18.2.6 Compare groups statistically
In addition to visual comparison of networks, ENA points can be analyzed statistically. For example, here we might test whether the patterns of association in one condition are significantly different from those in the other condition.
To demonstrate both parametric and non-parametric approaches to this question, the examples below use a Student’s t test and a Mann-Whitney U test to test for differences between the FirstGame and SecondGame condition. For more on differences between parametric and non-parametric tests, see Kaur & Kumar (2015).
First, install the lsr package to enable calculation of effect size (Cohen’s d) for the t test.
# install.packages('lsr')
library(lsr)Then, subset the points to test for differences between the two conditions.
ena_first_points_d1 = as.matrix(set.ena$points$Condition$FirstGame)[,1]
ena_second_points_d1 = as.matrix(set.ena$points$Condition$SecondGame)[,1]
ena_first_points_d2 = as.matrix(set.ena$points$Condition$FirstGame)[,2]
ena_second_points_d2 = as.matrix(set.ena$points$Condition$SecondGame)[,2]Conduct the t test on the first and second dimensions.
# parametric tests
t_test_d1 = t.test(ena_first_points_d1, ena_second_points_d1)
t_test_d1
Welch Two Sample t-test
data: ena_first_points_d1 and ena_second_points_d1
t = -6.5183, df = 45.309, p-value = 5.144e-08
alternative hypothesis: true difference in means is not equal to 0
95 percent confidence interval:
-0.2687818 -0.1419056
sample estimates:
mean of x mean of y
-0.09411588 0.11122786 t_test_d2 = t.test(ena_first_points_d2, ena_second_points_d2)
t_test_d2
Welch Two Sample t-test
data: ena_first_points_d2 and ena_second_points_d2
t = 1.9334e-16, df = 43.175, p-value = 1
alternative hypothesis: true difference in means is not equal to 0
95 percent confidence interval:
-0.07768526 0.07768526
sample estimates:
mean of x mean of y
1.935145e-19 -7.254914e-18 Compute any other statistics that may be of interest. A few examples are given below.
mean(ena_first_points_d1)[1] -0.09411588mean(ena_second_points_d1)[1] 0.1112279mean(ena_first_points_d2)[1] 1.935145e-19mean(ena_second_points_d2)[1] -7.254914e-18sd(ena_first_points_d1)[1] 0.1115173sd(ena_second_points_d1)[1] 0.1063515sd(ena_first_points_d2)[1] 0.1267104sd(ena_second_points_d2)[1] 0.1380851length(ena_first_points_d1)[1] 26length(ena_second_points_d1)[1] 22length(ena_first_points_d2)[1] 26length(ena_second_points_d2)[1] 22cohensD(ena_first_points_d1, ena_second_points_d1)[1] 1.880622cohensD(ena_first_points_d2, ena_second_points_d2)[1] 5.641688e-17Here, along the x axis (MR1), a two-sample t test assuming unequal variance shows that the FirstGame (mean=-0.09, SD=0.11, N=26) condition is statistically significantly different for alpha=0.05 from the SecondGame condition (mean=0.11, SD=0.10, N=22; t(45.31)=-6.52, p=0.00, Cohen’s d=1.88). Along the y axis (SVD2), a two-sample t test assuming unequal variance shows that the FirstGame condition (mean=0.11, SD=0.13, N=26) is not statistically significantly different for alpha=0.05 from the SecondGame condition (mean=0.00, SD=1.3, N=22; t(43.17)=0, p=1.00).
The Mann-Whitney U test is a non-parametric alternative to the independent two-sample t test.
First, install the rcompanion package to calculate the effect size (r) for a Mann-Whitney U test.
# install.packages('rcompanion')
library(rcompanion)Then, conduct a Mann-Whitney U test on the first and second dimensions.
# non parametric tests
w_test_d1 = wilcox.test(ena_first_points_d1, ena_second_points_d1)
w_test_d2 = wilcox.test(ena_first_points_d2, ena_second_points_d2)
w_test_d1
Wilcoxon rank sum exact test
data: ena_first_points_d1 and ena_second_points_d1
W = 50, p-value = 8.788e-08
alternative hypothesis: true location shift is not equal to 0w_test_d2
Wilcoxon rank sum exact test
data: ena_first_points_d2 and ena_second_points_d2
W = 287, p-value = 0.9918
alternative hypothesis: true location shift is not equal to 0Compute any other statistics that may be of interest. A few examples are given below.
median(ena_first_points_d1)[1] -0.08464154median(ena_second_points_d1)[1] 0.1300029median(ena_first_points_d2)[1] -0.007252397median(ena_second_points_d2)[1] 0.0003031848length(ena_first_points_d1)[1] 26length(ena_second_points_d1)[1] 22length(ena_first_points_d2)[1] 26length(ena_second_points_d2)[1] 22abs(wilcoxonR(ena_first_points_d1, ena_second_points_d1)) r
0.863 abs(wilcoxonR(ena_first_points_d2, ena_second_points_d2)) r
0.863 Here, along the x axis (MR1), a Mann-Whitney U test shows that the FirstGame condition (Mdn=-0.08, N=26) was statistically significantly different for alpha=0.05 from the SecondGame condition (Mdn=-0.007, N=22; U=50, p=0.00, r=0.86). Along the y axis (SVD2), a Mann-Whitney U test shows that the FirstGame condition (Mdn=0.13, N=26) is not statistically significantly different for alpha=0.05 from the SecondGame condition (Mdn=0.00, N=22; U=287, p=0.99). The absolute value of r value in Mann-Whitney U test varies from 0 to close to 1. The interpretation values for r commonly in published literature is: 0.10 - < 0.3 (small effect), 0.30 - < 0.5 (moderate effect) and >= 0.5 (large effect).
18.2.7 Model evaluation
In this section, we introduce three ways users can evaluate the quality of their ENA models.
18.2.7.1 Variance explained
Briefly, variance explained (also called explained variation) refers to the proportion of the total variance in a dataset that is accounted for by a statistical model or set of predictors.
In ENA, to represent high-dimensional vectors in a two-dimensional space, ENA uses either singular value decomposition or means rotation combined with SVD. For each of the reduced dimensions, the variance in patterns of association among units explained by that dimension can be computed.
set.ena$model$variance MR1 SVD2 SVD3 SVD4 SVD5 SVD6
0.320460221 0.244500582 0.152894192 0.093518444 0.060221209 0.034883009
SVD7 SVD8 SVD9 SVD10 SVD11 SVD12
0.027680609 0.017549851 0.013516258 0.009812554 0.008089549 0.005764568
SVD13 SVD14 SVD15
0.004938552 0.003474931 0.002695469 Here, the first dimension is MR1 and the second dimension is SVD2. The MR1 dimension has the highest variance explained at 32%.
As with any statstical model, greater explained variance does not necessarily indicate a better model, as it may be due to overfitting, but it provides one indicator of model quality.
18.2.7.2 Goodness of fit
Briefly, a model’s goodness of fit refers to how well a model fits or represents the data. A model with a high goodness of fit indicates that it accurately represents the data and can make reliable predictions.
In ENA, a good fit means that the positions of the nodes in the space—and thus the network visualizations—are consistent with the mathematical properties of the model. In other words, we can confidently rely on the network visualizations to interpret the ENA model. The process that ENA uses to achieve high goodness of fit is called co-registration. The mathematical details of co-registration are beyond the scope of this chapter and can be found in Bowman et al., (2022).
To test a model’s goodness of fit, use ena.correlations. The closer the value is to 1, the higher the model’s goodness of fit is. Most ENA models have a goodness of fit that is well above 0.90.
ena.correlations(set.ena) pearson spearman
1 0.993766 0.994119
2 0.9850392 0.985051918.2.7.3 Close the interpretative loop
Another approach to evaluate an ENA model is to confirm the alignment between quantitative model (in our case, our ENA model) and the original qualitative data. In other words, we can return to the original data to confirm that quantitative findings give a fair representation of the data. This approach is an example of what’s called as closing the interpretative loop in Quantitative Ethnography field (Shaffer, 2017).
For example, based on our visual analysis of the network of SecondGame.samuel o in previous section, we are interested in what the lines are in the original data that contributed to the connection between Design.Reasoning and Performance.Parameters.
Let’s first review what SecondGame.samuel o ENA network looks like.
ena.plot(set.ena, title = "Individual network: SecondGame.samuel o") |>
ena.plot.network(network = as.matrix(set.ena$line.weights$ENA_UNIT$`SecondGame.samuel o`), colors = c("blue")) |>
ena.plot.points(points = as.matrix(set.ena$points$ENA_UNIT$`SecondGame.samuel o`), colors = c("blue"))To do so, we use view() function and specify required parameters as below.
This is going to activate a window shows up in your Viewer panel. If it is too small to read, you can click on the “Show in new window” button to view it in your browser for better readability. (Note: the html page produced by the view() function will show separately from the html file knitted from RMD file)
view(accum.ena,
id_col = "ENA_UNIT", # do not need to change this
wh = c("SecondGame.samuel o"), # the unit we are interested in
units.by = c("Condition", "UserName"), # consistent with in 3.3.1
conversation.by = c("Condition", "GroupName", "ActivityNumber"), # consistent with in 4.3.3
codes = c("Performance.Parameters", "Design.Reasoning"), # codes of choice
window = 7) # consistent with in 3.3.4In the Viewer panel, hover over your cursor on any of the lines that are in bold, a size of 7 lines rectangle shows up, representing that in a moving stanza window of size 7, the referent line (the line in bold) and its preceding 6 lines. The 1 and 0 in Technical.Constraints column and Design.Reasoning column shows where the connections happened.
For example, line 2477 Samuel shared his Design.Reasoning about “mindful of (the) how one device scores relative to other ones”, to reference back to what Casey said in line 2476 about Performance.Parameters “not one source/censor can be the best in every area so we had to sacrifice certain attributes”, as well as what Jackson said in line 2475 about safety as one of the Performance.Parameters “when it came to the different attributes, i think that all were important in their own way but i think safety is one of the most important”.
This is a qualitative example of a connection made between Performance.Parameters and Design.Reasoning.
18.2.8 Using ENA model outputs in other analyses
It is often useful to use the outputs of ENA models in subsequent analyses. The most commonly used outputs are the ENA points, i.e., set$points. For example, we can use a linear regression analysis to test whether ENA points on the first two dimensions are predictive of an outcome variable, in this case, change in confidence in engineering skills.
regression_data = set.ena$points
regression_data$CONFIDENCE.Change = as.numeric(regression_data$CONFIDENCE.Change)Warning: NAs introduced by coercioncondition_regression = lm(CONFIDENCE.Change ~ MR1 + SVD2 + Condition,
data = regression_data,
na.action = na.omit)
summary(condition_regression)
Call:
lm(formula = CONFIDENCE.Change ~ MR1 + SVD2 + Condition, data = regression_data,
na.action = na.omit)
Residuals:
Min 1Q Median 3Q Max
-1.18092 -0.24324 -0.08171 0.30716 1.88404
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 1.1111 0.1490 7.457 2.82e-09 ***
MR1 -0.4540 0.8616 -0.527 0.601
SVD2 0.3268 0.7154 0.457 0.650
ConditionSecondGame -0.3484 0.2566 -1.358 0.182
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 0.6374 on 43 degrees of freedom
(1 observation deleted due to missingness)
Multiple R-squared: 0.1228, Adjusted R-squared: 0.0616
F-statistic: 2.007 on 3 and 43 DF, p-value: 0.1273The results of this regression analysis show that ENA points are not a significant predictor of the students’ pre-post change in confidence (MR1: t=-0.53, p=0.60; SVD2: t=0.46, p=0.65; Condition: t=-1.36, p=0.18). The overall model was also not significant (F(3, 43)=2.01, p=0.13) with an adjusted r-squared value of 0.06.
Recall that the dataset we are using is a small subset of the full RS.data, and thus results that are significant for the whole dataset may not be for this sample.
18.3 Ordered Network Analysis with R
This section demonstrates how to conduct an ONA analysis using the ona R package. If you are new to ONA as an analytic technique, Tan et al. (2022) provides a more detailed explication of its theoretical and methodological foundations.
Because ONA shares some conceptual and procedural similarities with ENA, you may also want to read the recommended papers from the ENA section (Shaffer et al., 2016; Shaffer & Ruis, 2017; Bowman et al., 2022).
18.3.1 Install the ONA package and load the library
Install the ona package and load the ona library after installing.
# install.packages("ona", repos = c("https://cran.qe-libs.org", "https://cran.rstudio.org"))library(ona)Then, install the other package that is required for ONA analysis.
# install.packages("tma", repos = c("https://cran.qe-libs.org", "https://cran.rstudio.org"))library(tma)18.3.2 Dataset
(Refer to section 3.2 for a detailed description of the dataset used here.)
Load the RS.data dataset.
data = ona::RS.data18.3.3 Construct an ONA model
To construct an ONA model, identify which columns in the data to use for the parameters required by the ONA modeling function. The parameters are defined identically in both ENA and ONA; see Section 3.3 for detailed explanations.
18.3.3.1 Specify units
Select the units as in Section 3.3.1.
my_units <- c("Condition", "UserName") 18.3.3.2 Specify codes
Select the codes as in Section 3.3.2.
my_codes = c(
'Data',
'Technical.Constraints',
'Performance.Parameters',
'Client.and.Consultant.Requests',
'Design.Reasoning',
'Collaboration')18.3.3.3 Specify conversations
The parameter to specify conversations in rENA is called conversation; in ONA, the equivalent is called my_hoo_rules, where hoo is an abbreviation of horizon of observation.
Choose the combination of Condition column, GroupName column, and ActivityNumber column to define the conversation parameter.
The syntax to specify conversations using my_hoo_rules in ONA is slightly different from the syntax to specify conversation in ENA, but the conceptual definition is the same.
my_hoo_rules <- conversation_rules(
(Condition %in% UNIT$Condition &
GroupName %in% UNIT$GroupName &
ActivityNumber %in% UNIT$ActivityNumber))18.3.3.4 Specify the window
Specify a moving stanza window size by passing a numerical value to the window_size parameter.
window_size = 7To specify an infinite stanza window in ONA, set the size of the moving window equal to or larger than the number of lines in the longest conversation. For example, set window_size = 4000, which is greater than the total number of rows in our dataset (nrows=3,824).
18.3.3.5 Specify metadata
As in ENA, metadata columns can be included if desired. Metadata columns are not required to construct an ONA model, but they provide information that can be used to subset units in the resulting model.
metaCols = c("CONFIDENCE.Change","CONFIDENCE.Pre","CONFIDENCE.Post","C.Change")18.3.3.6 Accumulate connections
Now that all the parameters are specified, connections can be accumulated. For each unit, the ONA algorithm uses a moving stanza window to identify connections formed from a current line of data (e.g., a turn of talk), or response, to the preceding lines within the window (the ground).
Unlike in ENA, where connections among codes are recorded in a symmetric adjacency matrix, ONA accounts for the order in which the connections occur by constructing an asymmetric adjacency matrix for each unit; that is, the number of connections from code A to code B may be different than the number of connections from B to A.
To accumulate connections, pass the parameters specified to the contexts and accumulate_contexts functions, and store the output in an object (in this case, accum.ona).
accum.ona <-
contexts(data,
units_by = my_units,
hoo_rules = my_hoo_rules) |>
accumulate_contexts(codes = my_codes,
decay.function = decay(simple_window, window_size = 7),
meta.data = metaCols,
return.ena.set = FALSE) # keep this as FALSE to get an ONA model, otherwise it will return an undirected model)18.3.3.7 Construct an ONA model
After accumulation, call the model function to construct an ONA model. ONA currently implements singular value decomposition (SVD) and means rotation (MR) to perform dimensional reduction.
To create an ONA model using SVD, pass the accum.ona object to the model function.
set.ona <-
model(accum.ona)When there are two discrete groups to compare, a means rotation can be used, as described in Section 3.3.5.
A means rotation is specified using rotate.using ="mean" in the model function. Additionally, the model function expects rotation.params to be a list with two named elements, each containing a logical vector representing the rows of units to be included in each group.
Here, construct the ONA model as shown below.
set.ona <-
model(accum.ona, # the previously run accumulation above
rotate.using ="mean", # means rotation method
rotation.params = # two groups for means rotation in a list
list(FirstGame=accum.ona$meta.data$Condition=="FirstGame",
SecondGame=accum.ona$meta.data$Condition=="SecondGame")
)18.3.4 Summary of key model outputs
Information about an ONA model is now stored in the R object set.ona.
As in rENA, users can explore the data stored in the object by typing set.ona$ and select items from the drop down list. Here, we briefly explain the top-level items in set.ona$.
18.3.4.1 Connection counts
Because ONA accounts for the order in which the connections occur by constructing an asymmetric adjacency matrix for each unit, connection counts from code A to code B and from B to A, as well as self-connections for each code (from A to A) are recorded. Thus, because six codes were included in the model, the cumulative adjacency vector for each unit contains 36 terms (n^2).
set.ona$connection.counts Condition UserName ENA_UNIT Data & Data
1: FirstGame steven z FirstGame::steven z 26
2: FirstGame akash v FirstGame::akash v 72
3: FirstGame alexander b FirstGame::alexander b 11
4: FirstGame brandon l FirstGame::brandon l 275
5: FirstGame christian x FirstGame::christian x 8
6: FirstGame jordan l FirstGame::jordan l 20
7: FirstGame arden f FirstGame::arden f 9
8: FirstGame margaret n FirstGame::margaret n 39
9: FirstGame connor f FirstGame::connor f 44
10: FirstGame jimmy i FirstGame::jimmy i 40
11: FirstGame devin c FirstGame::devin c 0
12: FirstGame tiffany x FirstGame::tiffany x 37
13: FirstGame amelia n FirstGame::amelia n 7
14: FirstGame luis t FirstGame::luis t 35
15: FirstGame amalia x FirstGame::amalia x 44
16: FirstGame robert z FirstGame::robert z 104
17: FirstGame joseph k FirstGame::joseph k 116
18: FirstGame peter h FirstGame::peter h 34
19: FirstGame carl b FirstGame::carl b 85
20: FirstGame mitchell h FirstGame::mitchell h 23
21: FirstGame peter s FirstGame::peter s 3
22: FirstGame joseph h FirstGame::joseph h 51
23: FirstGame cameron k FirstGame::cameron k 19
24: FirstGame fletcher l FirstGame::fletcher l 38
25: FirstGame amirah u FirstGame::amirah u 11
26: FirstGame kevin g FirstGame::kevin g 23
27: SecondGame brent p SecondGame::brent p 10
28: SecondGame kiana k SecondGame::kiana k 27
29: SecondGame madeline g SecondGame::madeline g 40
30: SecondGame justin y SecondGame::justin y 13
31: SecondGame ruzhen e SecondGame::ruzhen e 11
32: SecondGame brandon f SecondGame::brandon f 53
33: SecondGame jackson p SecondGame::jackson p 23
34: SecondGame shane t SecondGame::shane t 39
35: SecondGame samuel o SecondGame::samuel o 8
36: SecondGame casey f SecondGame::casey f 35
37: SecondGame keegan q SecondGame::keegan q 18
38: SecondGame nicholas l SecondGame::nicholas l 24
39: SecondGame cameron i SecondGame::cameron i 40
40: SecondGame cormick u SecondGame::cormick u 17
41: SecondGame daniel t SecondGame::daniel t 44
42: SecondGame christina b SecondGame::christina b 27
43: SecondGame derek v SecondGame::derek v 10
44: SecondGame nicholas n SecondGame::nicholas n 24
45: SecondGame abigail z SecondGame::abigail z 18
46: SecondGame caitlyn y SecondGame::caitlyn y 9
47: SecondGame nathan d SecondGame::nathan d 14
48: SecondGame luke u SecondGame::luke u 3
Condition UserName ENA_UNIT Data & Data
Technical.Constraints & Data Performance.Parameters & Data
1: 44.0 32.0
2: 102.5 66.0
3: 21.5 15.0
4: 245.0 232.0
5: 12.5 8.0
6: 46.0 32.0
7: 15.5 8.0
8: 40.0 36.5
9: 71.0 46.0
10: 45.5 32.5
11: 0.0 0.0
12: 71.0 54.5
13: 4.5 10.5
14: 44.5 35.5
15: 51.5 68.5
16: 165.0 64.0
17: 129.5 77.0
18: 60.0 18.5
19: 98.5 56.5
20: 21.0 15.5
21: 13.0 3.5
22: 73.5 69.5
23: 50.0 18.0
24: 40.5 39.5
25: 9.5 6.5
26: 40.5 29.0
27: 23.0 13.5
28: 33.5 22.0
29: 25.0 27.0
30: 34.0 21.5
31: 21.5 16.0
32: 100.0 59.0
33: 51.0 44.5
34: 45.5 28.5
35: 17.5 17.5
36: 28.5 48.5
37: 39.0 20.0
38: 37.0 25.0
39: 33.0 67.0
40: 33.0 23.0
41: 30.0 41.0
42: 23.0 31.5
43: 19.5 14.5
44: 29.5 24.0
45: 20.5 18.0
46: 22.0 11.5
47: 32.5 25.5
48: 6.0 8.0
Technical.Constraints & Data Performance.Parameters & Data
Client.and.Consultant.Requests & Data Design.Reasoning & Data
1: 12.0 52.0
2: 10.0 88.0
3: 4.0 14.0
4: 57.0 228.0
5: 3.0 8.5
6: 20.5 51.5
7: 0.0 9.5
8: 2.0 32.0
9: 20.5 59.0
10: 11.5 48.0
11: 0.0 0.0
12: 7.5 53.0
13: 1.0 11.5
14: 6.0 21.5
15: 5.0 49.5
16: 14.0 108.5
17: 26.5 118.5
18: 5.0 44.0
19: 7.5 70.0
20: 4.0 26.0
21: 0.0 2.5
22: 18.5 68.0
23: 11.0 31.0
24: 4.0 39.5
25: 2.5 11.5
26: 5.0 27.5
27: 3.0 21.5
28: 16.5 32.0
29: 1.0 24.5
30: 0.5 32.0
31: 5.5 23.5
32: 29.0 82.0
33: 8.0 37.0
34: 3.5 31.5
35: 4.0 16.5
36: 3.0 43.0
37: 2.0 39.5
38: 15.5 32.5
39: 8.0 52.0
40: 5.0 19.0
41: 6.0 30.0
42: 0.0 13.5
43: 6.0 27.5
44: 1.0 41.5
45: 6.0 13.0
46: 0.5 20.5
47: 6.0 18.5
48: 2.0 9.5
Client.and.Consultant.Requests & Data Design.Reasoning & Data
Collaboration & Data Data & Technical.Constraints
1: 8.0 27.0
2: 12.0 106.5
3: 1.0 11.5
4: 34.0 221.0
5: 1.0 9.5
6: 14.5 49.0
7: 2.0 12.5
8: 12.0 25.0
9: 16.0 51.0
10: 20.5 43.5
11: 0.5 15.0
12: 13.5 37.0
13: 3.0 30.5
14: 12.0 51.5
15: 11.5 39.5
16: 15.5 125.0
17: 28.0 207.5
18: 8.0 59.0
19: 4.0 123.5
20: 2.0 41.0
21: 3.0 22.0
22: 8.5 85.5
23: 10.0 41.0
24: 6.0 43.5
25: 0.5 9.5
26: 5.0 43.5
27: 1.0 24.0
28: 13.0 31.5
29: 4.5 24.0
30: 2.0 38.0
31: 1.5 9.5
32: 24.0 82.0
33: 0.0 43.0
34: 5.0 45.5
35: 0.0 14.5
36: 0.0 17.5
37: 0.0 35.0
38: 12.5 57.0
39: 1.0 67.0
40: 2.0 14.0
41: 6.5 31.0
42: 4.5 20.0
43: 1.0 10.5
44: 2.0 22.5
45: 0.0 22.5
46: 1.5 33.0
47: 1.0 23.5
48: 0.0 13.0
Collaboration & Data Data & Technical.Constraints
Technical.Constraints & Technical.Constraints
1: 63
2: 193
3: 40
4: 284
5: 22
6: 111
7: 20
8: 31
9: 69
10: 91
11: 21
12: 86
13: 35
14: 60
15: 46
16: 235
17: 342
18: 98
19: 177
20: 107
21: 72
22: 151
23: 126
24: 74
25: 42
26: 75
27: 65
28: 43
29: 30
30: 80
31: 35
32: 252
33: 98
34: 91
35: 48
36: 33
37: 60
38: 80
39: 226
40: 71
41: 41
42: 36
43: 44
44: 45
45: 42
46: 69
47: 53
48: 27
Technical.Constraints & Technical.Constraints
Performance.Parameters & Technical.Constraints
1: 29.5
2: 90.5
3: 15.5
4: 180.0
5: 11.0
6: 58.5
7: 13.0
8: 18.0
9: 44.0
10: 38.0
11: 9.0
12: 49.0
13: 28.0
14: 41.5
15: 48.5
16: 71.0
17: 118.5
18: 34.5
19: 62.0
20: 41.0
21: 20.5
22: 87.0
23: 64.0
24: 38.0
25: 21.0
26: 29.5
27: 20.0
28: 23.0
29: 13.0
30: 25.5
31: 16.5
32: 100.0
33: 61.5
34: 49.5
35: 23.0
36: 26.0
37: 26.5
38: 43.0
39: 79.0
40: 32.0
41: 15.0
42: 15.0
43: 11.5
44: 18.5
45: 19.0
46: 35.0
47: 31.5
48: 15.0
Performance.Parameters & Technical.Constraints
Client.and.Consultant.Requests & Technical.Constraints
1: 8.5
2: 23.5
3: 1.0
4: 30.0
5: 4.0
6: 30.5
7: 1.0
8: 5.0
9: 19.5
10: 7.5
11: 3.0
12: 2.5
13: 8.5
14: 8.0
15: 5.0
16: 11.5
17: 40.0
18: 1.5
19: 6.5
20: 4.0
21: 3.0
22: 17.5
23: 24.0
24: 2.0
25: 5.0
26: 10.5
27: 5.0
28: 13.5
29: 1.0
30: 5.5
31: 6.5
32: 21.0
33: 6.0
34: 5.5
35: 5.0
36: 7.0
37: 0.0
38: 18.5
39: 7.0
40: 1.0
41: 0.0
42: 1.0
43: 3.5
44: 1.0
45: 4.0
46: 4.5
47: 8.5
48: 3.5
Client.and.Consultant.Requests & Technical.Constraints
Design.Reasoning & Technical.Constraints
1: 62.0
2: 160.5
3: 23.0
4: 247.0
5: 14.5
6: 110.5
7: 18.5
8: 25.5
9: 62.0
10: 82.5
11: 24.5
12: 63.0
13: 23.5
14: 33.0
15: 43.5
16: 146.0
17: 204.5
18: 55.5
19: 91.0
20: 65.0
21: 52.5
22: 129.0
23: 81.0
24: 62.0
25: 37.0
26: 40.0
27: 45.5
28: 32.0
29: 35.5
30: 74.0
31: 22.0
32: 160.0
33: 86.5
34: 64.0
35: 35.5
36: 43.5
37: 47.0
38: 61.0
39: 120.0
40: 30.5
41: 17.5
42: 17.0
43: 34.0
44: 47.0
45: 17.5
46: 42.0
47: 29.0
48: 13.5
Design.Reasoning & Technical.Constraints
Collaboration & Technical.Constraints Data & Performance.Parameters
1: 11.0 24.0
2: 29.0 77.0
3: 15.5 10.0
4: 29.0 224.0
5: 2.0 11.0
6: 46.5 41.0
7: 3.5 10.0
8: 6.5 31.5
9: 22.0 46.0
10: 16.5 46.5
11: 2.0 4.0
12: 22.5 33.5
13: 7.0 16.5
14: 16.0 29.5
15: 12.0 38.5
16: 23.5 57.0
17: 45.5 82.0
18: 7.0 16.5
19: 5.5 61.5
20: 20.0 17.5
21: 8.0 4.5
22: 16.0 45.5
23: 29.0 40.0
24: 3.0 65.5
25: 10.5 9.5
26: 17.5 20.0
27: 2.0 10.5
28: 14.5 18.0
29: 3.0 51.0
30: 3.0 12.5
31: 1.0 17.0
32: 23.0 62.0
33: 2.0 26.5
34: 7.0 31.5
35: 0.0 25.5
36: 2.5 37.5
37: 2.0 23.0
38: 14.5 28.0
39: 3.0 39.0
40: 2.5 22.0
41: 1.0 24.0
42: 2.0 28.5
43: 2.0 15.5
44: 1.0 30.0
45: 1.0 17.0
46: 1.5 14.5
47: 1.0 22.5
48: 0.0 11.0
Collaboration & Technical.Constraints Data & Performance.Parameters
Technical.Constraints & Performance.Parameters
1: 35.5
2: 91.5
3: 17.5
4: 184.0
5: 20.0
6: 66.5
7: 15.0
8: 30.0
9: 64.0
10: 69.0
11: 7.0
12: 63.0
13: 19.0
14: 31.5
15: 41.5
16: 69.0
17: 114.5
18: 25.5
19: 57.0
20: 36.0
21: 15.5
22: 53.0
23: 63.0
24: 52.0
25: 14.0
26: 34.5
27: 24.0
28: 24.0
29: 41.0
30: 26.5
31: 27.5
32: 90.0
33: 50.5
34: 29.5
35: 49.0
36: 30.0
37: 43.5
38: 41.0
39: 39.0
40: 43.0
41: 19.0
42: 19.0
43: 25.5
44: 24.5
45: 19.0
46: 15.0
47: 29.5
48: 20.0
Technical.Constraints & Performance.Parameters
Performance.Parameters & Performance.Parameters
1: 34
2: 72
3: 10
4: 188
5: 8
6: 58
7: 6
8: 23
9: 40
10: 49
11: 2
12: 46
13: 22
14: 22
15: 41
16: 48
17: 60
18: 12
19: 45
20: 10
21: 3
22: 85
23: 63
24: 55
25: 20
26: 30
27: 13
28: 13
29: 34
30: 16
31: 22
32: 54
33: 51
34: 44
35: 41
36: 44
37: 28
38: 22
39: 59
40: 31
41: 15
42: 28
43: 20
44: 29
45: 21
46: 16
47: 33
48: 12
Performance.Parameters & Performance.Parameters
Client.and.Consultant.Requests & Performance.Parameters
1: 5.5
2: 20.5
3: 3.0
4: 52.0
5: 5.0
6: 29.5
7: 0.0
8: 7.0
9: 25.5
10: 25.0
11: 0.0
12: 7.5
13: 4.0
14: 4.5
15: 12.0
16: 11.0
17: 16.5
18: 3.5
19: 5.0
20: 2.0
21: 1.0
22: 15.0
23: 10.0
24: 9.0
25: 7.0
26: 5.5
27: 4.0
28: 12.5
29: 4.0
30: 1.5
31: 5.5
32: 31.0
33: 13.5
34: 16.0
35: 19.0
36: 9.0
37: 2.0
38: 14.0
39: 12.0
40: 10.0
41: 3.0
42: 2.0
43: 4.0
44: 1.0
45: 3.0
46: 5.5
47: 9.5
48: 7.5
Client.and.Consultant.Requests & Performance.Parameters
Design.Reasoning & Performance.Parameters
1: 42.0
2: 77.0
3: 14.0
4: 191.0
5: 10.0
6: 62.0
7: 8.5
8: 24.5
9: 66.0
10: 69.5
11: 8.5
12: 38.0
13: 22.0
14: 14.5
15: 42.5
16: 60.5
17: 72.5
18: 18.0
19: 46.5
20: 23.0
21: 8.0
22: 92.5
23: 57.0
24: 64.0
25: 23.5
26: 27.5
27: 20.5
28: 19.5
29: 38.0
30: 24.0
31: 32.5
32: 83.0
33: 59.0
34: 39.5
35: 41.5
36: 61.0
37: 47.5
38: 32.0
39: 54.0
40: 33.0
41: 15.0
42: 22.0
43: 35.5
44: 39.0
45: 22.5
46: 21.0
47: 31.0
48: 21.5
Design.Reasoning & Performance.Parameters
Collaboration & Performance.Parameters
1: 7.5
2: 14.5
3: 1.0
4: 19.0
5: 2.0
6: 11.0
7: 2.0
8: 8.5
9: 14.0
10: 12.0
11: 1.0
12: 10.5
13: 3.0
14: 7.0
15: 8.0
16: 13.0
17: 11.5
18: 4.0
19: 4.5
20: 5.5
21: 3.0
22: 14.0
23: 12.0
24: 8.0
25: 1.0
26: 6.0
27: 1.0
28: 11.0
29: 6.0
30: 2.0
31: 3.5
32: 16.0
33: 3.0
34: 3.0
35: 0.0
36: 1.0
37: 1.0
38: 8.5
39: 1.0
40: 3.0
41: 2.0
42: 4.5
43: 0.5
44: 2.0
45: 5.0
46: 0.0
47: 1.0
48: 1.5
Collaboration & Performance.Parameters
Data & Client.and.Consultant.Requests
1: 6.0
2: 18.0
3: 5.0
4: 55.0
5: 0.0
6: 19.5
7: 0.0
8: 8.0
9: 12.5
10: 14.5
11: 0.0
12: 11.5
13: 3.0
14: 9.0
15: 5.0
16: 21.0
17: 28.5
18: 2.0
19: 8.5
20: 0.0
21: 3.0
22: 10.5
23: 2.0
24: 1.0
25: 11.5
26: 4.0
27: 1.0
28: 12.5
29: 2.0
30: 3.5
31: 5.5
32: 42.0
33: 2.0
34: 16.5
35: 6.0
36: 2.0
37: 0.0
38: 12.5
39: 15.0
40: 0.0
41: 0.0
42: 0.0
43: 4.0
44: 0.0
45: 4.0
46: 3.5
47: 12.0
48: 7.0
Data & Client.and.Consultant.Requests
Technical.Constraints & Client.and.Consultant.Requests
1: 7.5
2: 19.5
3: 7.0
4: 50.0
5: 0.0
6: 32.5
7: 2.0
8: 11.0
9: 14.5
10: 22.5
11: 0.0
12: 11.5
13: 5.5
14: 10.0
15: 9.0
16: 15.5
17: 35.0
18: 3.5
19: 6.5
20: 0.0
21: 6.0
22: 19.5
23: 12.0
24: 1.0
25: 12.0
26: 5.5
27: 1.0
28: 12.5
29: 1.0
30: 5.5
31: 3.5
32: 38.0
33: 10.0
34: 12.5
35: 8.0
36: 3.0
37: 0.0
38: 11.5
39: 27.0
40: 2.0
41: 0.0
42: 0.0
43: 4.5
44: 0.0
45: 1.0
46: 2.5
47: 5.5
48: 8.5
Technical.Constraints & Client.and.Consultant.Requests
Performance.Parameters & Client.and.Consultant.Requests
1: 11.5
2: 18.5
3: 3.0
4: 44.0
5: 0.0
6: 30.5
7: 1.0
8: 7.0
9: 12.5
10: 21.0
11: 0.0
12: 11.5
13: 2.0
14: 6.5
15: 5.0
16: 19.0
17: 23.5
18: 1.5
19: 10.0
20: 0.0
21: 5.0
22: 20.0
23: 5.0
24: 6.0
25: 12.0
26: 3.5
27: 0.0
28: 11.5
29: 1.0
30: 5.5
31: 8.5
32: 37.0
33: 2.5
34: 18.0
35: 12.0
36: 2.0
37: 0.0
38: 10.0
39: 18.0
40: 6.0
41: 0.0
42: 0.0
43: 6.0
44: 0.0
45: 3.0
46: 2.5
47: 12.5
48: 11.5
Performance.Parameters & Client.and.Consultant.Requests
Client.and.Consultant.Requests & Client.and.Consultant.Requests
1: 5
2: 12
3: 1
4: 31
5: 0
6: 28
7: 5
8: 6
9: 15
10: 24
11: 0
12: 9
13: 10
14: 1
15: 7
16: 7
17: 8
18: 1
19: 2
20: 0
21: 5
22: 15
23: 34
24: 26
25: 3
26: 8
27: 3
28: 12
29: 3
30: 1
31: 6
32: 30
33: 3
34: 4
35: 4
36: 2
37: 4
38: 13
39: 23
40: 3
41: 3
42: 2
43: 1
44: 1
45: 2
46: 0
47: 10
48: 6
Client.and.Consultant.Requests & Client.and.Consultant.Requests
Design.Reasoning & Client.and.Consultant.Requests
1: 15.5
2: 9.0
3: 3.0
4: 58.0
5: 0.0
6: 44.0
7: 0.0
8: 10.0
9: 20.5
10: 28.5
11: 0.0
12: 24.0
13: 7.5
14: 6.5
15: 13.0
16: 35.0
17: 26.5
18: 2.5
19: 10.0
20: 0.0
21: 3.5
22: 23.5
23: 42.0
24: 6.0
25: 16.0
26: 4.0
27: 1.0
28: 13.0
29: 6.5
30: 9.5
31: 10.0
32: 67.0
33: 16.5
34: 15.5
35: 15.0
36: 3.0
37: 0.0
38: 10.0
39: 20.0
40: 7.0
41: 0.0
42: 5.0
43: 12.5
44: 1.0
45: 6.0
46: 10.0
47: 15.0
48: 11.0
Design.Reasoning & Client.and.Consultant.Requests
Collaboration & Client.and.Consultant.Requests Data & Design.Reasoning
1: 2.0 19.0
2: 3.0 86.0
3: 0.0 10.0
4: 2.0 276.0
5: 0.0 4.5
6: 9.5 55.5
7: 1.0 3.5
8: 2.5 25.0
9: 5.0 31.0
10: 4.0 53.0
11: 0.0 17.0
12: 6.0 26.0
13: 2.0 25.5
14: 2.0 33.5
15: 3.0 30.5
16: 4.0 89.5
17: 5.5 170.5
18: 0.0 50.0
19: 0.0 108.0
20: 0.0 16.0
21: 2.5 15.5
22: 3.0 51.0
23: 0.0 30.0
24: 2.5 66.5
25: 1.5 16.5
26: 0.0 27.5
27: 0.0 14.5
28: 8.5 18.0
29: 1.0 43.5
30: 1.0 26.0
31: 0.0 18.5
32: 23.0 65.0
33: 2.0 43.0
34: 3.5 43.5
35: 0.0 30.5
36: 1.0 23.0
37: 1.0 44.5
38: 3.0 34.5
39: 2.0 37.0
40: 1.0 32.0
41: 0.0 18.0
42: 0.0 12.5
43: 1.0 27.5
44: 0.0 51.5
45: 1.0 17.0
46: 1.5 27.5
47: 3.0 17.5
48: 1.5 11.5
Collaboration & Client.and.Consultant.Requests Data & Design.Reasoning
Technical.Constraints & Design.Reasoning
1: 50.0
2: 152.5
3: 17.0
4: 280.0
5: 10.5
6: 116.5
7: 5.5
8: 21.5
9: 46.0
10: 96.5
11: 25.5
12: 50.0
13: 40.5
14: 39.0
15: 47.5
16: 131.0
17: 242.5
18: 89.5
19: 124.0
20: 30.0
21: 31.5
22: 113.0
23: 81.0
24: 94.0
25: 38.0
26: 50.0
27: 35.5
28: 33.0
29: 26.5
30: 74.0
31: 37.0
32: 162.0
33: 118.5
34: 51.0
35: 47.5
36: 43.5
37: 62.0
38: 45.0
39: 85.0
40: 58.5
41: 13.5
42: 10.0
43: 39.0
44: 83.0
45: 26.5
46: 42.0
47: 31.0
48: 16.5
Technical.Constraints & Design.Reasoning
Performance.Parameters & Design.Reasoning
1: 20.0
2: 69.0
3: 9.0
4: 228.0
5: 5.0
6: 73.0
7: 0.5
8: 18.5
9: 42.0
10: 67.5
11: 15.5
12: 26.0
13: 27.0
14: 27.5
15: 41.5
16: 71.5
17: 92.5
18: 34.0
19: 73.5
20: 6.0
21: 20.0
22: 81.5
23: 53.0
24: 73.0
25: 35.5
26: 28.5
27: 15.5
28: 12.5
29: 40.0
30: 24.0
31: 27.5
32: 52.0
33: 75.0
34: 50.5
35: 47.5
36: 32.0
37: 41.5
38: 25.0
39: 54.0
40: 37.0
41: 18.0
42: 6.0
43: 40.5
44: 41.0
45: 18.5
46: 28.0
47: 31.0
48: 20.5
Performance.Parameters & Design.Reasoning
Client.and.Consultant.Requests & Design.Reasoning
1: 5.5
2: 16.0
3: 2.0
4: 52.0
5: 1.0
6: 50.0
7: 1.0
8: 7.0
9: 26.5
10: 34.5
11: 1.0
12: 15.0
13: 12.5
14: 4.5
15: 11.0
16: 19.0
17: 34.5
18: 11.5
19: 10.0
20: 1.0
21: 4.5
22: 28.5
23: 26.0
24: 18.0
25: 9.0
26: 11.0
27: 6.0
28: 14.0
29: 5.5
30: 5.5
31: 10.0
32: 26.0
33: 15.5
34: 10.5
35: 8.0
36: 7.0
37: 3.0
38: 12.0
39: 1.0
40: 9.0
41: 6.0
42: 1.0
43: 14.5
44: 4.0
45: 3.0
46: 4.0
47: 9.0
48: 6.0
Client.and.Consultant.Requests & Design.Reasoning
Design.Reasoning & Design.Reasoning Collaboration & Design.Reasoning
1: 59 6.0
2: 136 33.5
3: 19 4.0
4: 342 85.0
5: 9 0.0
6: 112 40.5
7: 7 1.0
8: 28 9.0
9: 65 14.0
10: 105 19.0
11: 25 2.0
12: 92 13.5
13: 41 5.5
14: 25 6.5
15: 60 14.5
16: 119 16.5
17: 176 39.0
18: 77 10.0
19: 103 11.5
20: 25 10.5
21: 18 9.0
22: 149 14.5
23: 109 15.0
24: 94 7.5
25: 46 3.5
26: 36 4.5
27: 30 2.0
28: 30 14.5
29: 52 10.5
30: 54 1.0
31: 33 2.5
32: 149 42.0
33: 121 8.0
34: 68 14.5
35: 45 2.0
36: 49 4.0
37: 68 2.5
38: 39 9.5
39: 74 4.0
40: 30 2.5
41: 19 8.0
42: 15 2.5
43: 61 5.5
44: 79 2.0
45: 27 7.5
46: 37 3.0
47: 31 0.5
48: 20 1.5
Design.Reasoning & Design.Reasoning Collaboration & Design.Reasoning
Data & Collaboration Technical.Constraints & Collaboration
1: 0.0 7.0
2: 15.0 27.0
3: 6.0 18.5
4: 44.0 62.0
5: 0.0 0.0
6: 11.5 43.5
7: 5.0 2.5
8: 9.0 10.5
9: 2.0 9.0
10: 7.5 14.5
11: 0.5 1.0
12: 4.5 12.5
13: 9.0 7.0
14: 8.0 11.0
15: 0.5 3.0
16: 7.5 8.5
17: 38.0 46.5
18: 6.0 7.0
19: 7.0 11.5
20: 4.0 28.0
21: 3.0 10.0
22: 1.5 3.0
23: 4.0 15.0
24: 7.0 4.0
25: 8.5 10.5
26: 4.0 14.5
27: 0.0 0.0
28: 14.0 26.5
29: 9.5 2.0
30: 1.0 1.0
31: 2.5 5.0
32: 23.0 26.0
33: 0.0 0.0
34: 12.0 4.0
35: 1.0 4.0
36: 4.0 5.5
37: 4.0 1.0
38: 0.5 0.5
39: 0.0 11.0
40: 0.0 0.5
41: 1.5 0.0
42: 0.5 0.0
43: 0.0 1.0
44: 0.0 0.0
45: 0.0 0.0
46: 3.5 4.5
47: 0.0 0.0
48: 2.0 0.0
Data & Collaboration Technical.Constraints & Collaboration
Performance.Parameters & Collaboration
1: 0.5
2: 8.5
3: 6.0
4: 28.0
5: 0.0
6: 13.0
7: 4.0
8: 4.5
9: 3.0
10: 13.0
11: 0.0
12: 3.5
13: 7.0
14: 7.0
15: 2.0
16: 6.0
17: 23.5
18: 3.0
19: 3.5
20: 6.5
21: 5.0
22: 10.0
23: 6.0
24: 1.0
25: 0.0
26: 6.0
27: 0.0
28: 8.0
29: 5.0
30: 0.0
31: 0.5
32: 10.0
33: 0.0
34: 13.0
35: 2.0
36: 2.0
37: 2.0
38: 0.5
39: 0.0
40: 1.0
41: 2.0
42: 1.5
43: 1.5
44: 0.0
45: 1.0
46: 6.0
47: 0.0
48: 4.5
Performance.Parameters & Collaboration
Client.and.Consultant.Requests & Collaboration
1: 0.0
2: 2.0
3: 0.0
4: 1.0
5: 0.0
6: 14.5
7: 0.0
8: 0.5
9: 1.0
10: 2.0
11: 0.0
12: 1.0
13: 5.0
14: 1.0
15: 0.0
16: 1.0
17: 6.5
18: 0.0
19: 0.0
20: 1.0
21: 1.5
22: 1.0
23: 0.0
24: 2.5
25: 1.5
26: 0.0
27: 0.0
28: 3.5
29: 1.0
30: 0.0
31: 0.0
32: 17.0
33: 0.0
34: 1.5
35: 1.0
36: 1.0
37: 0.0
38: 0.0
39: 0.0
40: 0.0
41: 1.0
42: 0.0
43: 1.0
44: 2.0
45: 0.0
46: 4.5
47: 0.0
48: 2.5
Client.and.Consultant.Requests & Collaboration
Design.Reasoning & Collaboration Collaboration & Collaboration
1: 5.0 0
2: 42.5 14
3: 7.0 9
4: 94.0 35
5: 0.0 0
6: 42.5 23
7: 2.0 2
8: 8.0 4
9: 7.0 2
10: 16.0 8
11: 1.0 1
12: 15.5 6
13: 9.5 1
14: 1.5 3
15: 2.5 0
16: 6.5 4
17: 35.0 14
18: 11.0 4
19: 6.5 2
20: 18.5 10
21: 4.0 4
22: 8.5 9
23: 4.0 8
24: 6.5 3
25: 7.5 6
26: 8.5 4
27: 0.0 0
28: 25.5 13
29: 9.5 2
30: 4.0 0
31: 1.5 0
32: 32.0 12
33: 0.0 0
34: 17.5 6
35: 6.0 0
36: 6.0 0
37: 4.5 0
38: 4.5 0
39: 6.0 1
40: 2.5 0
41: 4.0 3
42: 2.5 1
43: 4.5 0
44: 1.0 0
45: 5.5 2
46: 11.0 2
47: 0.5 0
48: 5.5 1
Design.Reasoning & Collaboration Collaboration & Collaboration18.3.4.2 Line weights
In set.ona$connection.counts, the value for each unique co-occurrence of codes is an integer equal or greater than 0, because they represent the directional connection counts between each pair of codes. In set.ona$line.weights, the connection counts are sphere normalized, and so the values are between 0 and 1. See section 3.4.2 for more information about line weights.
set.ona$line.weights Condition UserName ENA_UNIT ENA_DIRECTION Data & Data
1: FirstGame steven z FirstGame::steven z response 0.15435637
2: FirstGame akash v FirstGame::akash v response 0.16196571
3: FirstGame alexander b FirstGame::alexander b response 0.14243137
4: FirstGame brandon l FirstGame::brandon l response 0.27620397
5: FirstGame christian x FirstGame::christian x response 0.16889895
6: FirstGame jordan l FirstGame::jordan l response 0.06227116
7: FirstGame arden f FirstGame::arden f response 0.19286944
8: FirstGame margaret n FirstGame::margaret n response 0.32492104
9: FirstGame connor f FirstGame::connor f response 0.19374426
10: FirstGame jimmy i FirstGame::jimmy i response 0.14720863
11: FirstGame devin c FirstGame::devin c response 0.00000000
12: FirstGame tiffany x FirstGame::tiffany x response 0.16356317
13: FirstGame amelia n FirstGame::amelia n response 0.06690528
14: FirstGame luis t FirstGame::luis t response 0.23748060
15: FirstGame amalia x FirstGame::amalia x response 0.23159499
16: FirstGame robert z FirstGame::robert z response 0.22474473
17: FirstGame joseph k FirstGame::joseph k response 0.17498409
18: FirstGame peter h FirstGame::peter h response 0.16202789
19: FirstGame carl b FirstGame::carl b response 0.22800744
20: FirstGame mitchell h FirstGame::mitchell h response 0.14039667
21: FirstGame peter s FirstGame::peter s response 0.02761022
22: FirstGame joseph h FirstGame::joseph h response 0.13581180
23: FirstGame cameron k FirstGame::cameron k response 0.07006778
24: FirstGame fletcher l FirstGame::fletcher l response 0.15277254
25: FirstGame amirah u FirstGame::amirah u response 0.10199843
26: FirstGame kevin g FirstGame::kevin g response 0.14994615
27: SecondGame brent p SecondGame::brent p response 0.08930351
28: SecondGame kiana k SecondGame::kiana k response 0.21471215
29: SecondGame madeline g SecondGame::madeline g response 0.27777443
30: SecondGame justin y SecondGame::justin y response 0.07716798
31: SecondGame ruzhen e SecondGame::ruzhen e response 0.10937831
32: SecondGame brandon f SecondGame::brandon f response 0.11166782
33: SecondGame jackson p SecondGame::jackson p response 0.08360403
34: SecondGame shane t SecondGame::shane t response 0.19094719
35: SecondGame samuel o SecondGame::samuel o response 0.05630523
36: SecondGame casey f SecondGame::casey f response 0.22433593
37: SecondGame keegan q SecondGame::keegan q response 0.10522898
38: SecondGame nicholas l SecondGame::nicholas l response 0.13783433
39: SecondGame cameron i SecondGame::cameron i response 0.11786801
40: SecondGame cormick u SecondGame::cormick u response 0.11760131
41: SecondGame daniel t SecondGame::daniel t response 0.41206161
42: SecondGame christina b SecondGame::christina b response 0.30776351
43: SecondGame derek v SecondGame::derek v response 0.08023011
44: SecondGame nicholas n SecondGame::nicholas n response 0.13812392
45: SecondGame abigail z SecondGame::abigail z response 0.20013594
46: SecondGame caitlyn y SecondGame::caitlyn y response 0.07074781
47: SecondGame nathan d SecondGame::nathan d response 0.11430000
48: SecondGame luke u SecondGame::luke u response 0.04500225
Condition UserName ENA_UNIT ENA_DIRECTION Data & Data
Technical.Constraints & Data Performance.Parameters & Data
1: 0.26121847 0.18997707
2: 0.23057619 0.14846857
3: 0.27838859 0.19422460
4: 0.24607263 0.23301572
5: 0.26390461 0.16889895
6: 0.14322367 0.09963386
7: 0.33216404 0.17143951
8: 0.33325234 0.30409276
9: 0.31263279 0.20255082
10: 0.16744981 0.11960701
11: 0.00000000 0.00000000
12: 0.31386447 0.24092413
13: 0.04301054 0.10035792
14: 0.30193962 0.24087318
15: 0.27107140 0.36055129
16: 0.35656615 0.13830445
17: 0.19534862 0.11615323
18: 0.28593157 0.08816223
19: 0.26422039 0.15155789
20: 0.12818826 0.09461515
21: 0.11964429 0.03221192
22: 0.19572878 0.18507687
23: 0.18438890 0.06638000
24: 0.16282336 0.15880303
25: 0.08808955 0.06027180
26: 0.26403562 0.18906254
27: 0.20539808 0.12055974
28: 0.26640212 0.17495064
29: 0.17360902 0.18749774
30: 0.20182396 0.12762397
31: 0.21378488 0.15909572
32: 0.21069400 0.12430946
33: 0.18538286 0.16175563
34: 0.22277172 0.13953833
35: 0.12316769 0.12316769
36: 0.18267354 0.31086550
37: 0.22799611 0.11692108
38: 0.21249459 0.14357742
39: 0.09724111 0.19742892
40: 0.22828489 0.15910765
41: 0.28095110 0.38396650
42: 0.26216892 0.35905743
43: 0.15644871 0.11633366
44: 0.16977732 0.13812392
45: 0.22793260 0.20013594
46: 0.17293909 0.09039998
47: 0.26533928 0.20818928
48: 0.09000450 0.12000600
Technical.Constraints & Data Performance.Parameters & Data
Client.and.Consultant.Requests & Data Design.Reasoning & Data
1: 0.071241400 0.30871273
2: 0.022495238 0.19795810
3: 0.051793227 0.18127629
4: 0.057249551 0.22899820
5: 0.063337106 0.17945513
6: 0.063827939 0.16034824
7: 0.000000000 0.20358441
8: 0.016662617 0.26660188
9: 0.090267213 0.25979344
10: 0.042322480 0.17665035
11: 0.000000000 0.00000000
12: 0.033154697 0.23429319
13: 0.009557897 0.10991582
14: 0.040710960 0.14588094
15: 0.026317612 0.26054436
16: 0.030254098 0.23446926
17: 0.039974813 0.17875530
18: 0.023827631 0.20968315
19: 0.020118304 0.18777083
20: 0.024416812 0.15870928
21: 0.000000000 0.02300852
22: 0.049265066 0.18108241
23: 0.040565558 0.11432112
24: 0.016081320 0.15880303
25: 0.023181462 0.10663472
26: 0.032596990 0.17928344
27: 0.026791054 0.19200256
28: 0.131212983 0.25447366
29: 0.006944361 0.17013684
30: 0.002967999 0.18995196
31: 0.054689155 0.23367184
32: 0.061101261 0.17276908
33: 0.029079664 0.13449345
34: 0.017136287 0.15422658
35: 0.028152614 0.11612953
36: 0.019228794 0.27561271
37: 0.011692108 0.23091914
38: 0.089018002 0.18665065
39: 0.023573603 0.15322842
40: 0.034588619 0.13143675
41: 0.056190220 0.28095110
42: 0.000000000 0.15388176
43: 0.048138065 0.22063280
44: 0.005755163 0.23883928
45: 0.066711980 0.14454262
46: 0.003930434 0.16114779
47: 0.048985713 0.15103928
48: 0.030001500 0.14250713
Client.and.Consultant.Requests & Data Design.Reasoning & Data
Collaboration & Data Data & Technical.Constraints
1: 0.047494266 0.16029315
2: 0.026994286 0.23957429
3: 0.012948307 0.14890553
4: 0.034148855 0.22196756
5: 0.021112369 0.20056750
6: 0.045146591 0.15256434
7: 0.042859876 0.26787423
8: 0.099975703 0.20828272
9: 0.070452459 0.22456721
10: 0.075444422 0.16008938
11: 0.008683514 0.26050541
12: 0.059678455 0.16356317
13: 0.028673692 0.29151587
14: 0.081421920 0.34943574
15: 0.060530508 0.20790914
16: 0.033495608 0.27012587
17: 0.042237539 0.31301033
18: 0.038124210 0.28116605
19: 0.010729762 0.33128140
20: 0.012208406 0.25027232
21: 0.027610220 0.20247495
22: 0.022635301 0.22768450
23: 0.036877780 0.15119890
24: 0.024121980 0.17488435
25: 0.004636292 0.08808955
26: 0.032596990 0.28359381
27: 0.008930351 0.21432843
28: 0.103379926 0.25049751
29: 0.031249623 0.16666466
30: 0.011871998 0.22556795
31: 0.014915224 0.09446309
32: 0.050566561 0.17276908
33: 0.000000000 0.15630319
34: 0.024480409 0.22277172
35: 0.000000000 0.10205322
36: 0.000000000 0.11216796
37: 0.000000000 0.20461190
38: 0.071788711 0.32735652
39: 0.002946700 0.19742892
40: 0.013835448 0.09684813
41: 0.060872738 0.29031614
42: 0.051293918 0.22797297
43: 0.008023011 0.08424161
44: 0.011510327 0.12949118
45: 0.000000000 0.25016993
46: 0.011791301 0.25940863
47: 0.008164285 0.19186071
48: 0.000000000 0.19500975
Collaboration & Data Data & Technical.Constraints
Technical.Constraints & Technical.Constraints
1: 0.3740173
2: 0.4341581
3: 0.5179323
4: 0.2852434
5: 0.4644721
6: 0.3456049
7: 0.4285988
8: 0.2582706
9: 0.3038262
10: 0.3348996
11: 0.3647076
12: 0.3801739
13: 0.3345264
14: 0.4071096
15: 0.2421220
16: 0.5078366
17: 0.5159014
18: 0.4670216
19: 0.4747920
20: 0.6531497
21: 0.6626453
22: 0.4021095
23: 0.4646600
24: 0.2975044
25: 0.3894486
26: 0.4889548
27: 0.5804728
28: 0.3419490
29: 0.2083308
30: 0.4748799
31: 0.3480219
32: 0.5309489
33: 0.3562259
34: 0.4455434
35: 0.3378314
36: 0.2115167
37: 0.3507633
38: 0.4594478
39: 0.6659543
40: 0.4911584
41: 0.3839665
42: 0.4103513
43: 0.3530125
44: 0.2589824
45: 0.4669839
46: 0.5423999
47: 0.4327071
48: 0.4050203
Technical.Constraints & Technical.Constraints
Performance.Parameters & Technical.Constraints
1: 0.17513511
2: 0.20358191
3: 0.20069875
4: 0.18078806
5: 0.23223606
6: 0.18214314
7: 0.27858920
8: 0.14996355
9: 0.19374426
10: 0.13984820
11: 0.15630324
12: 0.21661069
13: 0.26762112
14: 0.28158414
15: 0.25528084
16: 0.15343150
17: 0.17875530
18: 0.16441065
19: 0.16631131
20: 0.25027232
21: 0.18866984
22: 0.23167896
23: 0.23601779
24: 0.15277254
25: 0.19472428
26: 0.19232224
27: 0.17860703
28: 0.18290295
29: 0.09027669
30: 0.15136797
31: 0.16406747
32: 0.21069400
33: 0.22354992
34: 0.24235605
35: 0.16187753
36: 0.16664955
37: 0.15492044
38: 0.24695317
39: 0.23278933
40: 0.22136716
41: 0.14047555
42: 0.17097973
43: 0.09226463
44: 0.10647052
45: 0.21125460
46: 0.27513037
47: 0.25717499
48: 0.22501125
Performance.Parameters & Technical.Constraints
Client.and.Consultant.Requests & Technical.Constraints
1: 0.050462658
2: 0.052863810
3: 0.012948307
4: 0.030131343
5: 0.084449475
6: 0.094963520
7: 0.021429938
8: 0.041656543
9: 0.085863934
10: 0.027601618
11: 0.052101082
12: 0.011051566
13: 0.081242127
14: 0.054281280
15: 0.026317612
16: 0.024851580
17: 0.060339341
18: 0.007148289
19: 0.017435863
20: 0.024416812
21: 0.027610220
22: 0.046602090
23: 0.088506671
24: 0.008040660
25: 0.046362923
26: 0.068453679
27: 0.044651757
28: 0.107356077
29: 0.006944361
30: 0.032647993
31: 0.064632638
32: 0.044245741
33: 0.021809748
34: 0.026928450
35: 0.035190767
36: 0.044867186
37: 0.000000000
38: 0.106247293
39: 0.020626902
40: 0.006917724
41: 0.000000000
42: 0.011398649
43: 0.028080538
44: 0.005755163
45: 0.044474654
46: 0.035373904
47: 0.069396427
48: 0.052502625
Client.and.Consultant.Requests & Technical.Constraints
Design.Reasoning & Technical.Constraints
1: 0.3680806
2: 0.3610486
3: 0.2978111
4: 0.2480814
5: 0.3061293
6: 0.3440482
7: 0.3964539
8: 0.2124484
9: 0.2730033
10: 0.3036178
11: 0.4254922
12: 0.2784995
13: 0.2246106
14: 0.2239103
15: 0.2289632
16: 0.3155070
17: 0.3084849
18: 0.2644867
19: 0.2441021
20: 0.3967732
21: 0.4831788
22: 0.3435240
23: 0.2987100
24: 0.2492605
25: 0.3430856
26: 0.2607759
27: 0.4063310
28: 0.2544737
29: 0.2465248
30: 0.4392639
31: 0.2187566
32: 0.3371104
33: 0.3144239
34: 0.3133492
35: 0.2498544
36: 0.2788175
37: 0.2747645
38: 0.3503289
39: 0.3536040
40: 0.2109906
41: 0.1638881
42: 0.1937770
43: 0.2727824
44: 0.2704927
45: 0.1945766
46: 0.3301564
47: 0.2367643
48: 0.2025101
Design.Reasoning & Technical.Constraints
Collaboration & Technical.Constraints Data & Performance.Parameters
1: 0.065304616 0.14248280
2: 0.065236191 0.17321333
3: 0.200698754 0.12948307
4: 0.029126964 0.22498069
5: 0.042224738 0.23223606
6: 0.144780448 0.12765588
7: 0.075004784 0.21429938
8: 0.054153506 0.26243622
9: 0.096872131 0.20255082
10: 0.060723559 0.17113003
11: 0.034734054 0.06946811
12: 0.099464092 0.14809098
13: 0.066905281 0.15770531
14: 0.108562560 0.20016222
15: 0.063162269 0.20264561
16: 0.050783664 0.12317740
17: 0.068636000 0.12369565
18: 0.033358683 0.07863118
19: 0.014753423 0.16497009
20: 0.122084061 0.10682355
21: 0.073627253 0.04141533
22: 0.042607625 0.12116543
23: 0.106945561 0.14751112
24: 0.012060990 0.26333161
25: 0.097362139 0.08808955
26: 0.114089465 0.13038796
27: 0.017860703 0.09376869
28: 0.115308379 0.14314144
29: 0.020833082 0.35416240
30: 0.017807996 0.07419998
31: 0.009943483 0.16903921
32: 0.048459621 0.13063028
33: 0.007269916 0.09632639
34: 0.034272573 0.15422658
35: 0.000000000 0.17947291
36: 0.016023995 0.24035992
37: 0.011692108 0.13445925
38: 0.083274905 0.16080671
39: 0.008840101 0.11492131
40: 0.017294310 0.15218993
41: 0.009365037 0.22476088
42: 0.022797297 0.32486148
43: 0.016046022 0.12435667
44: 0.005755163 0.17265490
45: 0.011118663 0.18901728
46: 0.011791301 0.11398258
47: 0.008164285 0.18369642
48: 0.000000000 0.16500825
Collaboration & Technical.Constraints Data & Performance.Parameters
Technical.Constraints & Performance.Parameters
1: 0.2107558
2: 0.2058314
3: 0.2265954
4: 0.1848056
5: 0.4222474
6: 0.2070516
7: 0.3214491
8: 0.2499393
9: 0.2818098
10: 0.2539349
11: 0.1215692
12: 0.2784995
13: 0.1816000
14: 0.2137325
15: 0.2184362
16: 0.1491095
17: 0.1727214
18: 0.1215209
19: 0.1528991
20: 0.2197513
21: 0.1426528
22: 0.1411378
23: 0.2323300
24: 0.2090572
25: 0.1298162
26: 0.2249192
27: 0.2143284
28: 0.1908552
29: 0.2847188
30: 0.1573040
31: 0.2734458
32: 0.1896246
33: 0.1835654
34: 0.1444344
35: 0.3448695
36: 0.1922879
37: 0.2543034
38: 0.2354670
39: 0.1149213
40: 0.2974621
41: 0.1779357
42: 0.2165743
43: 0.2045868
44: 0.1410015
45: 0.2112546
46: 0.1179130
47: 0.2408464
48: 0.3000150
Technical.Constraints & Performance.Parameters
Performance.Parameters & Performance.Parameters
1: 0.20185063
2: 0.16196571
3: 0.12948307
4: 0.18882308
5: 0.16889895
6: 0.18058637
7: 0.12857963
8: 0.19162010
9: 0.17613115
10: 0.18033057
11: 0.03473405
12: 0.20334881
13: 0.21027374
14: 0.14927352
15: 0.21580442
16: 0.10372834
17: 0.09050901
18: 0.05718631
19: 0.12070982
20: 0.06104203
21: 0.02761022
22: 0.22635301
23: 0.23233001
24: 0.22111815
25: 0.18545169
26: 0.19558194
27: 0.11609457
28: 0.10337993
29: 0.23610826
30: 0.09497598
31: 0.21875662
32: 0.11377476
33: 0.18538286
34: 0.21542760
35: 0.28856429
36: 0.28202231
37: 0.16368952
38: 0.12634813
39: 0.17385532
40: 0.21444944
41: 0.14047555
42: 0.31916216
43: 0.16046022
44: 0.16689974
45: 0.23349193
46: 0.12577388
47: 0.26942142
48: 0.18000900
Performance.Parameters & Performance.Parameters
Client.and.Consultant.Requests & Performance.Parameters
1: 0.032652308
2: 0.046115238
3: 0.038844920
4: 0.052227660
5: 0.105561844
6: 0.091849962
7: 0.000000000
8: 0.058319160
9: 0.112283606
10: 0.092005392
11: 0.000000000
12: 0.033154697
13: 0.038231589
14: 0.030533220
15: 0.063162269
16: 0.023771077
17: 0.024889978
18: 0.016679342
19: 0.013412202
20: 0.012208406
21: 0.009203407
22: 0.039944648
23: 0.036877780
24: 0.036182970
25: 0.064908093
26: 0.035856689
27: 0.035721406
28: 0.099403775
29: 0.027777443
30: 0.008903998
31: 0.054689155
32: 0.065315141
33: 0.049071933
34: 0.078337310
35: 0.133724915
36: 0.057686382
37: 0.011692108
38: 0.080403357
39: 0.035360404
40: 0.069177239
41: 0.028095110
42: 0.022797297
43: 0.032092044
44: 0.005755163
45: 0.033355990
46: 0.043234772
47: 0.077560712
48: 0.112505625
Client.and.Consultant.Requests & Performance.Parameters
Design.Reasoning & Performance.Parameters
1: 0.24934490
2: 0.17321333
3: 0.18127629
4: 0.19183621
5: 0.21112369
6: 0.19304060
7: 0.18215447
8: 0.20411706
9: 0.29061639
10: 0.25577499
11: 0.14761973
12: 0.16798380
13: 0.21027374
14: 0.09838482
15: 0.22369970
16: 0.13074092
17: 0.10936506
18: 0.08577947
19: 0.12473348
20: 0.14039667
21: 0.07362725
22: 0.24632533
23: 0.21020334
24: 0.25730112
25: 0.21790574
26: 0.17928344
27: 0.18307220
28: 0.15506989
29: 0.26388571
30: 0.14246397
31: 0.32316319
32: 0.17487602
33: 0.21446252
34: 0.19339523
35: 0.29208337
36: 0.39098548
37: 0.27768758
38: 0.18377910
39: 0.15912182
40: 0.22828489
41: 0.14047555
42: 0.25077027
43: 0.28481689
44: 0.22445137
45: 0.25016993
46: 0.16507822
47: 0.25309285
48: 0.32251613
Design.Reasoning & Performance.Parameters
Collaboration & Performance.Parameters
1: 0.044525875
2: 0.032618095
3: 0.012948307
4: 0.019083184
5: 0.042224738
6: 0.034249138
7: 0.042859876
8: 0.070816123
9: 0.061645901
10: 0.044162588
11: 0.017367027
12: 0.046416576
13: 0.028673692
14: 0.047496120
15: 0.042108179
16: 0.028093091
17: 0.017347561
18: 0.019062105
19: 0.012070982
20: 0.033573117
21: 0.027610220
22: 0.037281672
23: 0.044253335
24: 0.032162640
25: 0.009272585
26: 0.039116388
27: 0.008930351
28: 0.087475322
29: 0.041666164
30: 0.011871998
31: 0.034802190
32: 0.033711041
33: 0.010904874
34: 0.014688246
35: 0.000000000
36: 0.006409598
37: 0.005846054
38: 0.048816324
39: 0.002946700
40: 0.020753172
41: 0.018730073
42: 0.051293918
43: 0.004011505
44: 0.011510327
45: 0.055593317
46: 0.000000000
47: 0.008164285
48: 0.022501125
Collaboration & Performance.Parameters
Data & Client.and.Consultant.Requests
1: 0.035620700
2: 0.040491429
3: 0.064741534
4: 0.055240795
5: 0.000000000
6: 0.060714381
7: 0.000000000
8: 0.066650469
9: 0.055040983
10: 0.053363127
11: 0.000000000
12: 0.050837203
13: 0.028673692
14: 0.061066440
15: 0.026317612
16: 0.045381147
17: 0.042991780
18: 0.009531052
19: 0.022800744
20: 0.000000000
21: 0.027610220
22: 0.027961254
23: 0.007375556
24: 0.004020330
25: 0.106634724
26: 0.026077592
27: 0.008930351
28: 0.099403775
29: 0.013888721
30: 0.020775996
31: 0.054689155
32: 0.088491482
33: 0.007269916
34: 0.080785351
35: 0.042228921
36: 0.012819196
37: 0.000000000
38: 0.071788711
39: 0.044200505
40: 0.000000000
41: 0.000000000
42: 0.000000000
43: 0.032092044
44: 0.000000000
45: 0.044474654
46: 0.027513037
47: 0.097971426
48: 0.105005250
Data & Client.and.Consultant.Requests
Technical.Constraints & Client.and.Consultant.Requests
1: 0.044525875
2: 0.043865714
3: 0.090638147
4: 0.050218904
5: 0.000000000
6: 0.101190636
7: 0.042859876
8: 0.091644395
9: 0.063847541
10: 0.082804853
11: 0.000000000
12: 0.050837203
13: 0.052568435
14: 0.067851600
15: 0.047371702
16: 0.033495608
17: 0.052796923
18: 0.016679342
19: 0.017435863
20: 0.000000000
21: 0.055220440
22: 0.051928043
23: 0.044253335
24: 0.004020330
25: 0.111271016
26: 0.035856689
27: 0.008930351
28: 0.099403775
29: 0.006944361
30: 0.032647993
31: 0.034802190
32: 0.080063721
33: 0.036349580
34: 0.061201023
35: 0.056305227
36: 0.019228794
37: 0.000000000
38: 0.066045614
39: 0.079560909
40: 0.013835448
41: 0.000000000
42: 0.000000000
43: 0.036103549
44: 0.000000000
45: 0.011118663
46: 0.019652169
47: 0.044903570
48: 0.127506375
Technical.Constraints & Client.and.Consultant.Requests
Performance.Parameters & Client.and.Consultant.Requests
1: 0.068273008
2: 0.041616191
3: 0.038844920
4: 0.044192636
5: 0.000000000
6: 0.094963520
7: 0.021429938
8: 0.058319160
9: 0.055040983
10: 0.077284529
11: 0.000000000
12: 0.050837203
13: 0.019115795
14: 0.044103540
15: 0.026317612
16: 0.041059133
17: 0.035449363
18: 0.007148289
19: 0.026824405
20: 0.000000000
21: 0.046017033
22: 0.053259531
23: 0.018438890
24: 0.024121980
25: 0.111271016
26: 0.022817893
27: 0.000000000
28: 0.091451473
29: 0.006944361
30: 0.032647993
31: 0.084519604
32: 0.077956781
33: 0.009087395
34: 0.088129474
35: 0.084457841
36: 0.012819196
37: 0.000000000
38: 0.057430969
39: 0.053040606
40: 0.041506343
41: 0.000000000
42: 0.000000000
43: 0.048138065
44: 0.000000000
45: 0.033355990
46: 0.019652169
47: 0.102053569
48: 0.172508626
Performance.Parameters & Client.and.Consultant.Requests
Client.and.Consultant.Requests & Client.and.Consultant.Requests
1: 0.029683917
2: 0.026994286
3: 0.012948307
4: 0.031135721
5: 0.000000000
6: 0.087179625
7: 0.107149691
8: 0.049987852
9: 0.066049180
10: 0.088325176
11: 0.000000000
12: 0.039785637
13: 0.095578973
14: 0.006785160
15: 0.036844657
16: 0.015127049
17: 0.012067868
18: 0.004765526
19: 0.005364881
20: 0.000000000
21: 0.046017033
22: 0.039944648
23: 0.125384450
24: 0.104528579
25: 0.027817754
26: 0.052155184
27: 0.026791054
28: 0.095427624
29: 0.020833082
30: 0.005935999
31: 0.059660897
32: 0.063208201
33: 0.010904874
34: 0.019584327
35: 0.028152614
36: 0.012819196
37: 0.023384217
38: 0.074660260
39: 0.067774108
40: 0.020753172
41: 0.028095110
42: 0.022797297
43: 0.008023011
44: 0.005755163
45: 0.022237327
46: 0.000000000
47: 0.081642855
48: 0.090004500
Client.and.Consultant.Requests & Client.and.Consultant.Requests
Design.Reasoning & Client.and.Consultant.Requests
1: 0.092020141
2: 0.020245714
3: 0.038844920
4: 0.058253929
5: 0.000000000
6: 0.136996553
7: 0.000000000
8: 0.083313086
9: 0.090267213
10: 0.104886147
11: 0.000000000
12: 0.106095032
13: 0.071684230
14: 0.044103540
15: 0.068425791
16: 0.075635245
17: 0.039974813
18: 0.011913816
19: 0.026824405
20: 0.000000000
21: 0.032211923
22: 0.062579949
23: 0.154886674
24: 0.024121980
25: 0.148361355
26: 0.026077592
27: 0.008930351
28: 0.103379926
29: 0.045138345
30: 0.056391989
31: 0.099434828
32: 0.141164983
33: 0.059976807
34: 0.075889269
35: 0.105572301
36: 0.019228794
37: 0.000000000
38: 0.057430969
39: 0.058934007
40: 0.048424067
41: 0.000000000
42: 0.056993243
43: 0.100287636
44: 0.005755163
45: 0.066711980
46: 0.078608676
47: 0.122464282
48: 0.165008251
Design.Reasoning & Client.and.Consultant.Requests
Collaboration & Client.and.Consultant.Requests Data & Design.Reasoning
1: 0.011873567 0.11279888
2: 0.006748571 0.19345905
3: 0.000000000 0.12948307
4: 0.002008756 0.27720835
5: 0.000000000 0.09500566
6: 0.029578801 0.17280247
7: 0.021429938 0.07500478
8: 0.020828272 0.20828272
9: 0.022016393 0.13650164
10: 0.014720863 0.19505143
11: 0.000000000 0.29523946
12: 0.026523758 0.11493628
13: 0.019115795 0.24372638
14: 0.013570320 0.22730286
15: 0.015790567 0.16053743
16: 0.008644028 0.19341013
17: 0.008296659 0.25719644
18: 0.000000000 0.23827631
19: 0.000000000 0.28970357
20: 0.000000000 0.09766725
21: 0.023008517 0.14265280
22: 0.007988930 0.13581180
23: 0.000000000 0.11063334
24: 0.010050825 0.26735194
25: 0.013908877 0.15299765
26: 0.000000000 0.17928344
27: 0.000000000 0.12949010
28: 0.067594567 0.14314144
29: 0.006944361 0.30207969
30: 0.005935999 0.15433597
31: 0.000000000 0.18395443
32: 0.048459621 0.13695110
33: 0.007269916 0.15630319
34: 0.017136287 0.21297956
35: 0.000000000 0.21466368
36: 0.006409598 0.14742075
37: 0.005846054 0.26014941
38: 0.017229291 0.19813684
39: 0.005893401 0.10902791
40: 0.006917724 0.22136716
41: 0.000000000 0.16857066
42: 0.000000000 0.14248311
43: 0.008023011 0.22063280
44: 0.000000000 0.29639091
45: 0.011118663 0.18901728
46: 0.011791301 0.21617386
47: 0.024492856 0.14287500
48: 0.022501125 0.17250863
Collaboration & Client.and.Consultant.Requests Data & Design.Reasoning
Technical.Constraints & Design.Reasoning
1: 0.2968392
2: 0.3430524
3: 0.2201212
4: 0.2812259
5: 0.2216799
6: 0.3627295
7: 0.1178647
8: 0.1791231
9: 0.2025508
10: 0.3551408
11: 0.4428592
12: 0.2210313
13: 0.3870948
14: 0.2646212
15: 0.2500173
16: 0.2830919
17: 0.3658073
18: 0.4265146
19: 0.3326226
20: 0.1831261
21: 0.2899073
22: 0.3009164
23: 0.2987100
24: 0.3779110
25: 0.3523582
26: 0.3259699
27: 0.3170275
28: 0.2624260
29: 0.1840256
30: 0.4392639
31: 0.3679089
32: 0.3413243
33: 0.4307425
34: 0.2497002
35: 0.3343123
36: 0.2788175
37: 0.3624554
38: 0.2584394
39: 0.2504695
40: 0.4046868
41: 0.1264280
42: 0.1139865
43: 0.3128974
44: 0.4776786
45: 0.2946446
46: 0.3301564
47: 0.2530928
48: 0.2475124
Technical.Constraints & Design.Reasoning
Performance.Parameters & Design.Reasoning
1: 0.11873567
2: 0.15521714
3: 0.11653476
4: 0.22899820
5: 0.10556184
6: 0.22728974
7: 0.01071497
8: 0.15412921
9: 0.18493770
10: 0.24841456
11: 0.26918892
12: 0.11493628
13: 0.25806323
14: 0.18659190
15: 0.21843618
16: 0.15451200
17: 0.13953473
18: 0.16202789
19: 0.19715938
20: 0.03662522
21: 0.18406813
22: 0.21703259
23: 0.19545223
24: 0.29348409
25: 0.32917676
26: 0.18580284
27: 0.13842045
28: 0.09940377
29: 0.27777443
30: 0.14246397
31: 0.27344578
32: 0.10956088
33: 0.27262185
34: 0.24725213
35: 0.33431229
36: 0.20510714
37: 0.24261125
38: 0.14357742
39: 0.15912182
40: 0.25595578
41: 0.16857066
42: 0.06839189
43: 0.32493194
44: 0.23596170
45: 0.20569527
46: 0.22010429
47: 0.25309285
48: 0.30751538
Performance.Parameters & Design.Reasoning
Client.and.Consultant.Requests & Design.Reasoning
1: 0.032652308
2: 0.035992381
3: 0.025896613
4: 0.052227660
5: 0.021112369
6: 0.155677901
7: 0.021429938
8: 0.058319160
9: 0.116686885
10: 0.126967441
11: 0.017367027
12: 0.066309395
13: 0.119473716
14: 0.030533220
15: 0.057898747
16: 0.041059133
17: 0.052042682
18: 0.054803551
19: 0.026824405
20: 0.006104203
21: 0.041415330
22: 0.075894832
23: 0.095882227
24: 0.072365939
25: 0.083453262
26: 0.071713378
27: 0.053582108
28: 0.111332228
29: 0.038193984
30: 0.032647993
31: 0.099434828
32: 0.054780441
33: 0.056341849
34: 0.051408860
35: 0.056305227
36: 0.044867186
37: 0.017538163
38: 0.068917163
39: 0.002946700
40: 0.062259515
41: 0.056190220
42: 0.011398649
43: 0.116333658
44: 0.023020653
45: 0.033355990
46: 0.031443471
47: 0.073478569
48: 0.090004500
Client.and.Consultant.Requests & Design.Reasoning
Design.Reasoning & Design.Reasoning Collaboration & Design.Reasoning
1: 0.3502702 0.035620700
2: 0.3059352 0.075359048
3: 0.2460178 0.051793227
4: 0.3434973 0.085372137
5: 0.1900113 0.000000000
6: 0.3487185 0.126099100
7: 0.1500096 0.021429938
8: 0.2332766 0.074981777
9: 0.2862131 0.061645901
10: 0.3864226 0.069924098
11: 0.4341757 0.034734054
12: 0.4066976 0.059678455
13: 0.3918738 0.052568435
14: 0.1696290 0.044103540
15: 0.3158113 0.076321075
16: 0.2571598 0.035656615
17: 0.2654931 0.058830857
18: 0.3669455 0.047655262
19: 0.2762914 0.030848066
20: 0.1526051 0.064094132
21: 0.1656613 0.082830660
22: 0.3967835 0.038613160
23: 0.4019678 0.055316669
24: 0.3779110 0.030152475
25: 0.4265389 0.032454046
26: 0.2346983 0.029337291
27: 0.2679105 0.017860703
28: 0.2385691 0.115308379
29: 0.3611068 0.072915788
30: 0.3205439 0.005935999
31: 0.3281349 0.024858707
32: 0.3139341 0.088491482
33: 0.4398299 0.029079664
34: 0.3329336 0.070993187
35: 0.3167169 0.014076307
36: 0.3140703 0.025638392
37: 0.3975317 0.014615136
38: 0.2239808 0.054559421
39: 0.2180558 0.011786801
40: 0.2075317 0.017294310
41: 0.1779357 0.074920293
42: 0.1709797 0.028496621
43: 0.4894037 0.044126560
44: 0.4546579 0.011510327
45: 0.3002039 0.083389975
46: 0.2908521 0.023582603
47: 0.2530928 0.004082143
48: 0.3000150 0.022501125
Design.Reasoning & Design.Reasoning Collaboration & Design.Reasoning
Data & Collaboration Technical.Constraints & Collaboration
1: 0.000000000 0.041557483
2: 0.033742857 0.060737143
3: 0.077689840 0.239543674
4: 0.044192636 0.062271441
5: 0.000000000 0.000000000
6: 0.035805917 0.135439774
7: 0.107149691 0.053574845
8: 0.074981777 0.087478740
9: 0.008806557 0.039629508
10: 0.027601618 0.053363127
11: 0.008683514 0.017367027
12: 0.019892818 0.055257829
13: 0.086021076 0.066905281
14: 0.054281280 0.074636760
15: 0.002631761 0.015790567
16: 0.016207552 0.018368559
17: 0.057322374 0.070144484
18: 0.028593157 0.033358683
19: 0.018777083 0.030848066
20: 0.024416812 0.170917685
21: 0.027610220 0.092034066
22: 0.003994465 0.007988930
23: 0.014751112 0.055316669
24: 0.028142310 0.016081320
25: 0.078816970 0.097362139
26: 0.026077592 0.094531271
27: 0.000000000 0.000000000
28: 0.111332228 0.210736003
29: 0.065971427 0.013888721
30: 0.005935999 0.005935999
31: 0.024858707 0.049717414
32: 0.048459621 0.054780441
33: 0.000000000 0.000000000
34: 0.058752982 0.019584327
35: 0.007038153 0.028152614
36: 0.025638392 0.035252789
37: 0.023384217 0.005846054
38: 0.002871548 0.002871548
39: 0.000000000 0.032413704
40: 0.000000000 0.003458862
41: 0.014047555 0.000000000
42: 0.005699324 0.000000000
43: 0.000000000 0.008023011
44: 0.000000000 0.000000000
45: 0.000000000 0.000000000
46: 0.027513037 0.035373904
47: 0.000000000 0.000000000
48: 0.030001500 0.000000000
Data & Collaboration Technical.Constraints & Collaboration
Performance.Parameters & Collaboration
1: 0.002968392
2: 0.019120952
3: 0.077689840
4: 0.028122586
5: 0.000000000
6: 0.040476254
7: 0.085719753
8: 0.037490889
9: 0.013209836
10: 0.047842804
11: 0.000000000
12: 0.015472192
13: 0.066905281
14: 0.047496120
15: 0.010527045
16: 0.012966042
17: 0.035449363
18: 0.014296579
19: 0.009388542
20: 0.039677320
21: 0.046017033
22: 0.026629766
23: 0.022126668
24: 0.004020330
25: 0.000000000
26: 0.039116388
27: 0.000000000
28: 0.063618416
29: 0.034721804
30: 0.000000000
31: 0.004971741
32: 0.021069400
33: 0.000000000
34: 0.063649064
35: 0.014076307
36: 0.012819196
37: 0.011692108
38: 0.002871548
39: 0.000000000
40: 0.006917724
41: 0.018730073
42: 0.017097973
43: 0.012034516
44: 0.000000000
45: 0.011118663
46: 0.047165206
47: 0.000000000
48: 0.067503375
Performance.Parameters & Collaboration
Client.and.Consultant.Requests & Collaboration
1: 0.000000000
2: 0.004499048
3: 0.000000000
4: 0.001004378
5: 0.000000000
6: 0.045146591
7: 0.000000000
8: 0.004165654
9: 0.004403279
10: 0.007360431
11: 0.000000000
12: 0.004420626
13: 0.047789486
14: 0.006785160
15: 0.000000000
16: 0.002161007
17: 0.009805143
18: 0.000000000
19: 0.000000000
20: 0.006104203
21: 0.013805110
22: 0.002662977
23: 0.000000000
24: 0.010050825
25: 0.013908877
26: 0.000000000
27: 0.000000000
28: 0.027833057
29: 0.006944361
30: 0.000000000
31: 0.000000000
32: 0.035817981
33: 0.000000000
34: 0.007344123
35: 0.007038153
36: 0.006409598
37: 0.000000000
38: 0.000000000
39: 0.000000000
40: 0.000000000
41: 0.009365037
42: 0.000000000
43: 0.008023011
44: 0.011510327
45: 0.000000000
46: 0.035373904
47: 0.000000000
48: 0.037501875
Client.and.Consultant.Requests & Collaboration
Design.Reasoning & Collaboration Collaboration & Collaboration
1: 0.029683917 0.000000000
2: 0.095604762 0.031493333
3: 0.090638147 0.116534761
4: 0.094411540 0.035153233
5: 0.000000000 0.000000000
6: 0.132326216 0.071611835
7: 0.042859876 0.042859876
8: 0.066650469 0.033325234
9: 0.030822951 0.008806557
10: 0.058883451 0.029441725
11: 0.017367027 0.017367027
12: 0.068519708 0.026523758
13: 0.090800024 0.009557897
14: 0.010177740 0.020355480
15: 0.013158806 0.000000000
16: 0.014046545 0.008644028
17: 0.052796923 0.021118769
18: 0.052420788 0.019062105
19: 0.017435863 0.005364881
20: 0.112927756 0.061042030
21: 0.036813627 0.036813627
22: 0.022635301 0.023966789
23: 0.014751112 0.029502224
24: 0.026132145 0.012060990
25: 0.069544385 0.055635508
26: 0.055414883 0.026077592
27: 0.000000000 0.000000000
28: 0.202783701 0.103379926
29: 0.065971427 0.013888721
30: 0.023743995 0.000000000
31: 0.014915224 0.000000000
32: 0.067422081 0.025283280
33: 0.000000000 0.000000000
34: 0.085681433 0.029376491
35: 0.042228921 0.000000000
36: 0.038457588 0.000000000
37: 0.026307244 0.000000000
38: 0.025843936 0.000000000
39: 0.017680202 0.002946700
40: 0.017294310 0.000000000
41: 0.037460147 0.028095110
42: 0.028496621 0.011398649
43: 0.036103549 0.000000000
44: 0.005755163 0.000000000
45: 0.061152649 0.022237327
46: 0.086469544 0.015721735
47: 0.004082143 0.000000000
48: 0.082504125 0.015000750
Design.Reasoning & Collaboration Collaboration & Collaboration18.3.4.3 ONA points
For each unit, ONA produces an ONA point in a two-dimensional space formed by the first two dimensions of the dimensional reduction.
Here, the MR1 column represents the x-axis coordinate for each unit, and the SVD2 column represents the y-axis coordinate for each unit.
set.ona$points Condition UserName ENA_UNIT ENA_DIRECTION MR1
1: FirstGame steven z FirstGame::steven z response 0.0075363498
2: FirstGame akash v FirstGame::akash v response -0.0771928309
3: FirstGame alexander b FirstGame::alexander b response -0.2060085504
4: FirstGame brandon l FirstGame::brandon l response 0.0267138240
5: FirstGame christian x FirstGame::christian x response 0.0001323471
6: FirstGame jordan l FirstGame::jordan l response -0.0799315824
7: FirstGame arden f FirstGame::arden f response -0.2008792940
8: FirstGame margaret n FirstGame::margaret n response -0.0200347907
9: FirstGame connor f FirstGame::connor f response 0.0025787156
10: FirstGame jimmy i FirstGame::jimmy i response 0.0455410014
11: FirstGame devin c FirstGame::devin c response -0.0418834067
12: FirstGame tiffany x FirstGame::tiffany x response -0.0507163582
13: FirstGame amelia n FirstGame::amelia n response 0.0102059549
14: FirstGame luis t FirstGame::luis t response -0.1434581601
15: FirstGame amalia x FirstGame::amalia x response 0.0685673186
16: FirstGame robert z FirstGame::robert z response -0.1003166018
17: FirstGame joseph k FirstGame::joseph k response -0.1425865675
18: FirstGame peter h FirstGame::peter h response -0.1149565441
19: FirstGame carl b FirstGame::carl b response -0.0442721606
20: FirstGame mitchell h FirstGame::mitchell h response -0.2542519686
21: FirstGame peter s FirstGame::peter s response -0.2115050719
22: FirstGame joseph h FirstGame::joseph h response 0.0363134183
23: FirstGame cameron k FirstGame::cameron k response -0.0202686590
24: FirstGame fletcher l FirstGame::fletcher l response 0.1475232681
25: FirstGame amirah u FirstGame::amirah u response 0.0331873805
26: FirstGame kevin g FirstGame::kevin g response -0.0848602786
27: SecondGame brent p SecondGame::brent p response -0.0379364992
28: SecondGame kiana k SecondGame::kiana k response -0.2231987567
29: SecondGame madeline g SecondGame::madeline g response 0.1471843039
30: SecondGame justin y SecondGame::justin y response -0.0551579074
31: SecondGame ruzhen e SecondGame::ruzhen e response 0.1805020268
32: SecondGame brandon f SecondGame::brandon f response -0.0714918537
33: SecondGame jackson p SecondGame::jackson p response 0.0992432642
34: SecondGame shane t SecondGame::shane t response 0.0065065918
35: SecondGame samuel o SecondGame::samuel o response 0.2329222718
36: SecondGame casey f SecondGame::casey f response 0.2159532197
37: SecondGame keegan q SecondGame::keegan q response 0.1005100201
38: SecondGame nicholas l SecondGame::nicholas l response -0.0980562523
39: SecondGame cameron i SecondGame::cameron i response 0.0021436051
40: SecondGame cormick u SecondGame::cormick u response 0.1383885533
41: SecondGame daniel t SecondGame::daniel t response 0.0069921617
42: SecondGame christina b SecondGame::christina b response 0.0926814894
43: SecondGame derek v SecondGame::derek v response 0.1768559081
44: SecondGame nicholas n SecondGame::nicholas n response 0.1410409558
45: SecondGame abigail z SecondGame::abigail z response 0.0859829814
46: SecondGame caitlyn y SecondGame::caitlyn y response -0.0325414040
47: SecondGame nathan d SecondGame::nathan d response 0.1315554578
48: SecondGame luke u SecondGame::luke u response 0.1747431096
Condition UserName ENA_UNIT ENA_DIRECTION MR1
SVD2 SVD3 SVD4 SVD5 SVD6
1: -0.05350532 0.023087224 0.0336589918 0.185762506 -0.064647347
2: 0.01840812 -0.014850486 -0.0363438014 0.020658822 -0.003406081
3: -0.05806135 -0.084096578 0.1334022657 0.030171676 -0.046102014
4: -0.14654732 0.148394369 -0.0862297399 -0.064672693 -0.043064782
5: -0.14110081 -0.168879660 0.0625562946 0.098536836 0.169505573
6: 0.13722043 0.166001924 0.1790056390 -0.028492448 -0.050336024
7: -0.22039075 -0.185975126 0.0721553268 0.090538488 0.140281582
8: -0.35840332 0.103949590 -0.0003274357 -0.032903229 -0.039236662
9: -0.19447251 0.083716225 0.1027157568 0.058999786 -0.008727116
10: 0.05882297 0.165977578 0.0765597572 0.003520809 -0.004381009
11: 0.43054913 0.084870244 -0.1728831333 -0.050409024 0.140487268
12: -0.12483247 0.048166453 0.0688144087 0.125943604 -0.049808344
13: 0.16242625 0.161567860 0.0177059009 -0.162011968 0.068094289
14: -0.17290679 -0.061910422 -0.0701413539 -0.147169092 0.002199026
15: -0.24071252 0.117862845 -0.0294924227 0.033882249 -0.019468140
16: -0.04551330 -0.119644034 -0.1157924053 0.032869956 -0.111508440
17: 0.07610131 -0.084151436 -0.1092606387 -0.076485255 -0.048525212
18: 0.11618226 -0.013794412 -0.2157985010 0.015536444 -0.110060608
19: -0.01490189 -0.066813960 -0.2078474819 -0.087783146 -0.040072206
20: 0.05268925 -0.321459234 0.0602827506 0.003769096 0.062788253
21: 0.30226507 -0.288818698 0.0385688104 -0.048603965 0.035323766
22: 0.04934341 0.031742815 0.0052776904 0.050729047 -0.029582129
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SVD2 SVD3 SVD4 SVD5 SVD6
SVD7 SVD8 SVD9 SVD10 SVD11
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SVD7 SVD8 SVD9 SVD10 SVD11
SVD12 SVD13 SVD14 SVD15 SVD16
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SVD12 SVD13 SVD14 SVD15 SVD16
SVD17 SVD18 SVD19 SVD20 SVD21
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SVD17 SVD18 SVD19 SVD20 SVD21
SVD22 SVD23 SVD24 SVD25 SVD26
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43: 0.0194231205 -0.0197307860 -0.0032568469 6.271849e-03 -0.0073260072
44: 0.0006043894 0.0225949696 -0.0051719261 2.286237e-02 0.0044426909
45: -0.0279920408 -0.0216450783 0.0115897891 -5.304171e-03 0.0039922585
46: 0.0129420351 0.0180376963 0.0115346222 -2.051392e-02 -0.0076520684
47: -0.0064180687 -0.0014184739 0.0165264616 1.331465e-02 -0.0083602104
48: -0.0169393433 0.0170990022 0.0259765426 6.559584e-03 0.0023851729
SVD22 SVD23 SVD24 SVD25 SVD26
SVD27 SVD28 SVD29 SVD30 SVD31
1: 2.460034e-02 -0.0003563738 0.0068480677 0.0092143056 0.0006896220
2: -3.761067e-03 -0.0172067645 -0.0090726901 -0.0065744536 0.0015189945
3: 6.423058e-03 0.0020076670 0.0039702697 -0.0032661646 0.0047383664
4: -6.356954e-03 0.0169363692 -0.0110445222 -0.0134993905 -0.0020896090
5: 1.118770e-02 -0.0114352050 -0.0089983435 0.0019325889 0.0021437612
6: -1.668197e-03 -0.0071026491 0.0007756047 0.0028837898 -0.0081867896
7: 1.536571e-03 0.0041251581 0.0035230531 -0.0041581896 -0.0047906560
8: -1.415228e-02 -0.0105716778 -0.0175503246 -0.0109696019 -0.0013605190
9: -9.043238e-03 -0.0010425913 0.0058304735 0.0034871039 -0.0094405104
10: 4.829027e-03 0.0212518095 0.0019752236 0.0000830558 0.0131731177
11: -7.473539e-03 0.0059532317 -0.0031096046 -0.0097222791 0.0080946161
12: -8.387668e-03 0.0065563500 0.0032412459 0.0005382471 0.0004624973
13: -5.602148e-03 -0.0006756287 0.0032770497 0.0106818400 -0.0027992829
14: 2.445899e-02 0.0018910821 0.0066224135 0.0076730369 0.0005844263
15: -9.019859e-03 -0.0078366451 0.0028500698 0.0009784526 0.0047835473
16: -4.938806e-03 -0.0060163348 0.0111060003 0.0019645729 0.0004777085
17: -4.293707e-03 0.0092614516 -0.0020247792 0.0013216569 0.0006713581
18: -7.464284e-03 -0.0096668249 -0.0104542675 0.0041697168 -0.0054997156
19: -7.258760e-03 0.0116571922 -0.0065187363 0.0092952871 -0.0116292616
20: -8.300002e-03 0.0150353806 -0.0020064393 0.0055628722 0.0022219383
21: 3.422518e-03 -0.0126778932 -0.0058874043 0.0134095358 -0.0004801930
22: 2.284020e-02 0.0080750783 -0.0086044854 -0.0001969972 -0.0078125762
23: -2.714846e-03 -0.0089432203 -0.0013371410 -0.0128354470 0.0109487790
24: 9.590005e-03 0.0062123548 0.0079775727 0.0040361741 -0.0018215711
25: -1.099230e-02 -0.0041150618 0.0193376145 -0.0072836517 -0.0040464537
26: 2.539242e-03 -0.0113162548 0.0092740793 -0.0087260613 0.0094484053
27: -9.083955e-03 0.0027729760 -0.0041893693 0.0006512124 0.0019026327
28: 1.102289e-02 0.0002482556 0.0042771976 -0.0024437624 -0.0021383092
29: 1.189367e-02 -0.0041850534 0.0105697145 0.0014484705 -0.0033535497
30: 7.432845e-03 0.0089317599 0.0084579181 -0.0132564790 0.0027403945
31: 7.942882e-04 0.0098620391 -0.0235848665 0.0025398364 0.0056031692
32: -9.531409e-03 0.0035742570 0.0119175825 0.0157146334 0.0035826472
33: 3.015849e-03 0.0051526508 -0.0013359705 0.0026208968 -0.0102303735
34: -1.732319e-03 -0.0050738755 -0.0102177969 0.0069930318 0.0137149393
35: -6.520923e-03 0.0028690960 0.0032689723 0.0141115234 -0.0018317324
36: -1.540722e-02 -0.0014312634 -0.0038995959 0.0046812661 0.0002231264
37: -1.623980e-02 -0.0082119030 0.0195837872 0.0024348998 -0.0013338272
38: -9.113568e-03 0.0005216337 0.0089673977 -0.0113619895 -0.0012431023
39: -2.649907e-05 -0.0108869809 -0.0053908017 -0.0030589526 -0.0119194866
40: -4.698257e-04 0.0073992470 0.0060270884 -0.0165211525 -0.0089720801
41: 3.726040e-03 0.0006275476 0.0105708083 0.0016435431 0.0109019651
42: -2.273435e-03 0.0061503944 -0.0039064723 -0.0022514691 -0.0056191324
43: 1.067934e-02 0.0050427687 -0.0109246843 -0.0030971827 -0.0091757290
44: 9.736184e-03 -0.0178152342 -0.0078786162 0.0064393086 0.0077731529
45: 2.091553e-03 -0.0132121208 0.0010568942 0.0002698897 -0.0023419661
46: 1.362406e-02 0.0055110309 0.0032091152 -0.0116317665 0.0038184821
47: -1.161971e-02 0.0144168676 -0.0076038198 0.0105882120 0.0082401731
48: 8.001938e-03 -0.0122640929 -0.0089744827 -0.0065139694 -0.0003413940
SVD27 SVD28 SVD29 SVD30 SVD31
SVD32 SVD33 SVD34 SVD35 SVD36
1: 0.0019266619 -0.0001196152 0.0057286766 3.116433e-03 0.0033618010
2: 0.0065610238 0.0037200464 0.0019185441 6.447044e-03 -0.0012301728
3: 0.0030571789 0.0018318401 0.0008428842 -4.884616e-03 0.0010801937
4: 0.0027675934 -0.0066501329 -0.0037754896 2.012866e-03 0.0068480768
5: -0.0064387087 -0.0008093769 -0.0008392957 1.479938e-03 0.0004632649
6: -0.0017485270 0.0074440204 -0.0038090385 3.118162e-04 -0.0012558632
7: 0.0034784055 0.0004499116 0.0001158432 -1.388776e-03 -0.0011933016
8: -0.0054777073 0.0062086099 -0.0066221331 3.903335e-04 0.0004369941
9: 0.0021381161 -0.0044200013 0.0018710525 -1.599891e-03 0.0016949414
10: 0.0047163594 -0.0023514479 -0.0083543917 1.538198e-03 -0.0028530512
11: -0.0042188549 0.0010247064 0.0060538364 1.618195e-03 0.0014357539
12: -0.0040519387 -0.0036489290 -0.0014087981 1.130885e-03 0.0016303859
13: 0.0009472667 -0.0049570658 -0.0026531969 -3.786360e-03 0.0045593005
14: 0.0078509713 0.0026615262 -0.0045129830 4.848381e-03 -0.0022980806
15: -0.0002565885 0.0005805269 0.0068237646 -9.184403e-03 -0.0048796423
16: -0.0051817976 -0.0065824387 -0.0022229951 -3.644953e-03 0.0033826353
17: -0.0021339615 0.0024274129 0.0054991073 4.981144e-04 -0.0051191713
18: 0.0159077365 0.0017327509 0.0051881585 6.365168e-05 -0.0001155705
19: -0.0096751086 -0.0009948672 0.0016822795 -4.734455e-04 -0.0040073707
20: 0.0018902885 -0.0024276548 -0.0047264638 -1.889172e-03 -0.0025748718
21: 0.0005057004 -0.0036821293 -0.0023488675 1.796483e-03 0.0017399381
22: -0.0092686379 0.0080182651 -0.0025387433 -2.196841e-03 -0.0001966908
23: 0.0015188356 0.0001077690 0.0017896666 2.186392e-03 -0.0038036812
24: -0.0029792399 0.0035762757 0.0060157155 -1.032222e-04 0.0008379987
25: 0.0015932357 0.0052535122 -0.0018894232 -9.748096e-04 0.0001603974
26: -0.0034283031 -0.0083935146 0.0021722905 2.687757e-03 0.0018957860
27: -0.0014113095 0.0076782230 -0.0031788553 -6.251500e-03 0.0010289515
28: -0.0034177056 -0.0027924232 0.0020483697 -1.582147e-03 -0.0038961478
29: 0.0026333904 -0.0044975029 0.0016075770 -4.474545e-03 -0.0018450404
30: 0.0038094905 -0.0036154592 0.0006346811 -5.293920e-03 -0.0019383954
31: 0.0026682014 0.0058668183 0.0052811789 -4.038588e-03 0.0051550612
32: -0.0049287861 0.0016115165 0.0036715977 4.253077e-03 0.0030543488
33: 0.0019029551 -0.0046750917 -0.0035534608 1.815260e-03 0.0006856153
34: -0.0027081667 -0.0031460730 0.0074476783 -2.637116e-03 -0.0011576253
35: 0.0036948389 0.0040446486 0.0029182766 -2.112961e-03 0.0019973033
36: -0.0015095208 -0.0061457087 0.0022978838 7.483232e-03 -0.0014619837
37: -0.0025577808 0.0081085076 -0.0038257140 6.090001e-03 -0.0014504520
38: 0.0066299728 0.0006997017 -0.0029009735 -2.576347e-03 0.0010407410
39: 0.0008649226 -0.0046067322 0.0009934056 7.342811e-04 -0.0005297958
40: -0.0059942416 -0.0036401649 0.0035303044 9.994021e-04 -0.0003753443
41: -0.0004247846 0.0058476734 0.0006077657 3.819382e-03 0.0027711485
42: 0.0028709994 0.0041296786 0.0022256300 9.499981e-04 0.0016345477
43: 0.0031013488 -0.0031615021 0.0015322903 4.463021e-03 -0.0033609141
44: -0.0034720646 -0.0035054251 -0.0109727995 -3.861694e-03 -0.0007199312
45: 0.0022927767 0.0005326004 -0.0053808739 -4.710627e-03 0.0002210622
46: -0.0021193510 0.0061318049 -0.0016647168 2.240710e-03 0.0023433113
47: 0.0013904721 -0.0024598000 -0.0053745706 2.888376e-03 -0.0039289732
48: -0.0033156572 -0.0024052902 0.0020553254 1.802708e-03 0.0007325124
SVD32 SVD33 SVD34 SVD35 SVD3618.3.4.4 Rotation matrix
The rotation matrix used during the dimensional reduction can be accessed through set.ona$rotation. This is mostly useful when you want to construct an ONA metric space using one dataset and then project ONA points from different data into that space, as in section 5.2.
set.ona$rotation.matrix codes MR1
1: Data & Data -0.06930733
2: Technical.Constraints & Data -0.18483941
3: Performance.Parameters & Data 0.16511484
4: Client.and.Consultant.Requests & Data 0.01664356
5: Design.Reasoning & Data 0.06032286
6: Collaboration & Data -0.13830248
7: Data & Technical.Constraints -0.29171571
8: Technical.Constraints & Technical.Constraints -0.03128972
9: Performance.Parameters & Technical.Constraints -0.11973267
10: Client.and.Consultant.Requests & Technical.Constraints -0.06148679
11: Design.Reasoning & Technical.Constraints -0.25105961
12: Collaboration & Technical.Constraints -0.44042441
13: Data & Performance.Parameters 0.10376537
14: Technical.Constraints & Performance.Parameters 0.02133349
15: Performance.Parameters & Performance.Parameters 0.27077110
16: Client.and.Consultant.Requests & Performance.Parameters 0.08590459
17: Design.Reasoning & Performance.Parameters 0.40172247
18: Collaboration & Performance.Parameters -0.09569171
19: Data & Client.and.Consultant.Requests 0.02855775
20: Technical.Constraints & Client.and.Consultant.Requests -0.08644084
21: Performance.Parameters & Client.and.Consultant.Requests 0.05624653
22: Client.and.Consultant.Requests & Client.and.Consultant.Requests -0.05825372
23: Design.Reasoning & Client.and.Consultant.Requests 0.07331516
24: Collaboration & Client.and.Consultant.Requests 0.01529023
25: Data & Design.Reasoning 0.05350841
26: Technical.Constraints & Design.Reasoning 0.05248594
27: Performance.Parameters & Design.Reasoning 0.27381867
28: Client.and.Consultant.Requests & Design.Reasoning -0.05141912
29: Design.Reasoning & Design.Reasoning 0.01905744
30: Collaboration & Design.Reasoning -0.11783913
31: Data & Collaboration -0.12070235
32: Technical.Constraints & Collaboration -0.35390451
33: Performance.Parameters & Collaboration -0.08361725
34: Client.and.Consultant.Requests & Collaboration 0.01432151
35: Design.Reasoning & Collaboration -0.05508525
36: Collaboration & Collaboration -0.13812794
codes MR1
SVD2 SVD3 SVD4 SVD5 SVD6
1: -0.426156644 0.041261221 -0.248132539 -0.123861778 -0.121285142
2: -0.330541410 -0.001705309 -0.096528217 0.297764151 -0.248790183
3: -0.409870509 -0.057056137 -0.069438358 0.028941048 -0.166654765
4: -0.039135427 0.008571857 0.101200396 0.006393629 -0.172670446
5: -0.222292976 0.057313902 -0.075192886 0.338632504 -0.368166341
6: -0.088355693 0.085934297 0.022352374 -0.027827786 -0.043857738
7: -0.080008351 -0.061341561 -0.270833108 -0.340755172 0.056382734
8: 0.225762661 -0.694073574 0.073410973 -0.076258482 -0.217709972
9: -0.005840346 -0.087844526 0.164710819 -0.103923658 0.082012024
10: 0.011425557 0.044824870 0.132598317 -0.043364577 -0.002173522
11: 0.227605029 -0.082502118 0.029246469 0.369895119 0.176395032
12: -0.029064192 0.186548161 0.175478753 0.052003103 0.084668585
13: -0.281892504 0.080160811 -0.012555317 -0.134568069 0.305821652
14: -0.147845128 0.016547893 0.281956561 0.149108951 0.447378293
15: -0.142935270 0.063270026 0.180528682 -0.013811997 0.084098745
16: -0.022525505 0.019877788 0.200138106 -0.074625509 -0.069246410
17: -0.055508722 0.060415336 0.226724239 0.146974272 0.088291671
18: -0.060442019 0.056925507 0.048680100 -0.002035166 0.031653846
19: -0.001264774 0.019098014 0.167381628 -0.142048552 -0.247371048
20: 0.009080558 0.078970986 0.208640702 -0.100241177 -0.165044479
21: 0.023775324 0.023889651 0.232642112 -0.127067951 -0.222141196
22: -0.012826437 0.068526109 0.185320851 -0.060881883 0.030110570
23: 0.032989217 0.070985798 0.293197063 -0.083768969 -0.272207732
24: -0.005777678 0.002353551 0.058402233 -0.030932869 -0.078148178
25: 0.064772521 0.183011338 -0.344032547 -0.346099109 0.056722607
26: 0.378352537 0.184398603 -0.251547294 0.091927938 -0.186155505
27: 0.180842889 0.218115173 0.004952408 -0.307479525 -0.016421074
28: 0.019653559 0.161136079 0.156536992 -0.051815064 -0.105761980
29: 0.239898502 0.472810448 -0.101472756 0.267743648 -0.106839015
30: -0.033178623 0.097564003 0.045842661 -0.100039390 -0.093037332
31: -0.030802929 0.089844158 0.062074222 -0.125360015 0.013168503
32: -0.012567403 0.146706245 0.201881059 -0.059101276 -0.052385847
33: -0.021290820 0.029501553 0.075997733 -0.115708550 0.033393526
34: 0.018178944 0.011484591 0.039171372 -0.071411666 -0.036268571
35: -0.011424014 0.067339308 0.136122002 -0.179415970 -0.152181084
36: -0.012803336 0.057679248 0.091217880 -0.052231770 -0.040123084
SVD2 SVD3 SVD4 SVD5 SVD6
SVD7 SVD8 SVD9 SVD10 SVD11
1: -0.1813799781 -0.026348176 0.024635617 -0.16850888 0.0277978242
2: 0.4530700314 -0.081318608 0.190278066 -0.29857308 0.0335685233
3: -0.1512543013 0.262210905 0.159181031 0.26340689 0.3026556676
4: 0.1040137816 -0.081890185 -0.123297746 0.09485034 -0.0480908138
5: 0.0167939776 -0.170611626 -0.246156521 0.17833417 -0.1647797990
6: 0.0676141274 0.032089691 -0.109123992 -0.02662544 0.0759339078
7: 0.2888559419 0.293117583 -0.328465247 0.13186656 -0.2011909738
8: 0.0267946037 -0.072996751 0.240051185 -0.15471500 -0.2878847473
9: 0.2324922713 0.436688665 0.113050149 0.21792423 -0.0244106881
10: 0.1557969434 0.075941986 -0.182089921 0.18202776 0.0004094957
11: -0.2521592034 0.139252379 -0.359527014 -0.10095746 0.3352852995
12: 0.0015670415 0.048533668 0.293076577 0.01668174 0.0615954347
13: -0.0603850850 -0.039962845 -0.035181264 -0.05947986 -0.1258417625
14: 0.4047435242 -0.359369201 -0.006585452 -0.09644104 -0.0443292560
15: 0.0180948835 0.305550866 0.345371750 0.09163701 -0.1335908293
16: 0.1363884333 -0.081110659 -0.126854963 0.05524751 0.1454570878
17: -0.0653172794 -0.055853852 -0.131392256 0.20165969 -0.1755169771
18: 0.0581137237 0.022804758 -0.053992828 0.01144004 -0.0460789354
19: 0.0289063558 -0.008717306 -0.117077003 -0.09163271 0.1064408473
20: 0.0021346265 0.049609038 -0.060315373 -0.06867278 0.1982784735
21: 0.0619744301 -0.032719205 -0.149926521 -0.13046431 0.1694942142
22: 0.0942428079 0.129120224 -0.127810402 0.02958054 -0.1290524955
23: 0.0669847277 0.135276774 -0.038646637 -0.23692071 -0.0620858984
24: 0.0005767234 -0.010380154 -0.108665833 0.03216239 -0.0061884277
25: 0.0842389381 -0.264580084 -0.011551237 -0.08760944 -0.0411844078
26: 0.3356185557 -0.131596422 0.185581631 0.47749775 0.1472842035
27: 0.0719150551 0.002343668 0.144585647 -0.27102882 0.3319308618
28: 0.1253223486 0.022170388 -0.066708770 -0.00880990 -0.0293825525
29: -0.0741612418 0.293333900 0.079579451 -0.28401729 -0.4468406700
30: -0.1073237523 -0.022123121 -0.056481278 -0.03268363 -0.0504789641
31: -0.0951163536 -0.098826552 -0.010862101 0.01814427 -0.0665149286
32: -0.2226391397 -0.254877633 0.318476726 0.22996455 0.0187213676
33: -0.0488567158 -0.043393052 -0.001431534 0.01510923 -0.1061354279
34: -0.0257874596 -0.015204811 -0.064220077 0.06869754 -0.0612913514
35: -0.2140918034 -0.209279094 -0.095653885 0.19071204 -0.2894158406
36: -0.1413856019 -0.098152965 0.113898987 0.02015544 -0.0353535343
SVD7 SVD8 SVD9 SVD10 SVD11
SVD12 SVD13 SVD14 SVD15 SVD16
1: 0.163491274 0.035152592 -0.130701112 0.111088639 0.167867628
2: -0.178819568 0.246147744 -0.116226823 -0.065262779 0.242794820
3: 0.036471001 -0.168809479 0.224620646 0.046089082 -0.152116375
4: 0.165180433 -0.215870316 -0.158105701 0.222830950 0.080660026
5: -0.212023938 -0.114596314 -0.113993499 -0.157740395 -0.033130240
6: 0.235160251 0.016369441 0.114052560 -0.028483323 -0.038057171
7: -0.141329834 -0.134680414 -0.209190362 -0.001860220 -0.158246559
8: 0.121502693 -0.035266614 -0.164861403 -0.009928402 -0.005357726
9: -0.390686877 0.067320658 0.169953104 0.172926629 0.269684609
10: 0.166753165 -0.077020751 -0.287503315 0.112803790 -0.029442334
11: -0.018304121 0.275110368 -0.265349049 0.104370212 0.196487368
12: 0.035236400 -0.190292569 -0.283864401 -0.007330538 -0.193578021
13: 0.199368444 0.328413493 -0.103512692 0.032323226 -0.060222376
14: -0.012729242 -0.137732600 0.225188735 0.205799448 -0.099595041
15: 0.118547677 0.320603132 -0.339629695 0.083342912 0.069778272
16: 0.035545545 -0.055065487 -0.058170113 0.312575151 0.172540512
17: -0.206354574 -0.040919107 -0.376763456 -0.162558523 -0.024641508
18: 0.191275858 0.020495440 0.005232841 0.028282565 -0.011955203
19: -0.129152010 0.150848593 -0.093136351 0.151671972 -0.216753228
20: -0.084103203 0.097331278 0.050533411 -0.056713499 -0.263304196
21: -0.110246565 0.161221087 -0.021000275 0.003481568 -0.186198154
22: 0.253554912 0.122460122 0.105081012 -0.580342450 0.102797939
23: 0.169663427 0.151784781 0.106163271 0.066648403 -0.225815854
24: 0.016901585 0.091554561 0.137116992 0.020003156 0.070621638
25: -0.079588218 0.156772285 -0.179113737 0.051865948 -0.141279153
26: 0.219960936 0.305267622 0.037790650 0.035242487 0.013397108
27: -0.193273431 -0.289769266 -0.187121176 -0.138595510 0.319282527
28: 0.253319593 -0.222600075 -0.032101780 -0.273595475 0.288340401
29: -0.056676889 -0.112757483 0.095665347 0.207936484 -0.101778739
30: 0.233740448 -0.061811905 0.055190910 0.189200318 0.315525477
31: -0.216738915 0.277473796 0.132890311 -0.166697039 0.068755637
32: -0.093575728 -0.046981692 -0.152980526 -0.065010895 -0.121518296
33: -0.220501030 0.081135524 0.107658342 -0.170945189 0.104526838
34: -0.001526326 0.028215584 0.115193964 -0.012476816 0.037004858
35: -0.108851596 0.118989778 0.108699297 0.264987032 0.288851099
36: -0.041355984 0.001851504 0.008614449 0.021600785 0.095439609
SVD12 SVD13 SVD14 SVD15 SVD16
SVD17 SVD18 SVD19 SVD20 SVD21
1: -0.219553256 0.439014623 0.263975884 -0.037912425 -0.266374108
2: 0.314644393 -0.165897609 -0.023955700 -0.047569044 0.054505704
3: -0.065230854 -0.343693209 0.005934216 -0.211140984 0.075313357
4: 0.147482776 0.186139784 -0.108148564 -0.320423896 0.232747830
5: -0.479117711 0.029858668 -0.208047389 0.194211805 0.096892455
6: -0.033760529 -0.062163095 -0.153668041 0.053110834 -0.146174225
7: 0.024933539 -0.189273088 0.315699154 -0.008128657 -0.005546011
8: -0.257882801 -0.040260071 -0.011632263 -0.160918777 -0.079768475
9: -0.172269449 0.277312771 -0.385544981 -0.064194266 -0.108865713
10: 0.153385116 0.174379796 -0.038529933 0.208327606 0.210435496
11: -0.182370473 -0.182696255 0.006088634 -0.051652158 0.039190604
12: -0.113192954 -0.065797079 -0.142442845 0.012393350 -0.203998497
13: -0.144469550 0.117195068 -0.245591451 -0.076688957 0.044256438
14: -0.268046281 -0.093369010 0.187751958 -0.079609103 0.009988366
15: -0.150846652 -0.227487501 0.219148563 0.163723010 0.178088351
16: -0.157009638 0.047170497 0.122282046 0.023663452 0.021080965
17: 0.244032333 -0.004158095 -0.029865989 -0.237808666 -0.471366244
18: 0.164877168 0.011415915 -0.039286681 -0.107478085 -0.187922653
19: 0.062544025 0.073073129 -0.004692807 -0.211173876 0.103478540
20: -0.224555132 -0.006183425 0.142358740 -0.156996506 -0.152376682
21: -0.071199885 -0.048472949 0.144880108 -0.138171757 -0.052825706
22: -0.140877683 0.024035831 -0.040139534 -0.363405152 0.317224866
23: 0.100024896 -0.002686606 -0.178714630 0.403916066 -0.124222792
24: 0.142564956 -0.039846370 -0.092588599 -0.072603483 0.058309054
25: -0.141413672 -0.264016096 -0.400474218 -0.087619391 0.040631489
26: -0.112820871 0.074438090 0.149336556 -0.098019593 -0.201451999
27: -0.124262605 0.007092598 -0.009522007 0.003478994 0.113102907
28: -0.095346446 -0.118162500 0.106759489 0.202125386 -0.144261142
29: -0.118327707 0.027135650 0.106781742 -0.222004067 0.060671919
30: -0.010750911 -0.264295058 -0.217643810 -0.225804116 -0.263530215
31: 0.005720535 0.266588702 0.176083715 0.029686528 0.012655070
32: 0.033367233 0.050243164 -0.041167195 0.020528837 0.190163422
33: -0.020217796 -0.200964217 0.097581545 0.026685309 -0.261872932
34: -0.029820455 -0.048425907 -0.076476255 0.172227303 -0.061600696
35: 0.003292719 -0.276938368 0.133089699 0.094693289 0.128058998
36: 0.139350856 0.020235704 0.133230892 -0.191392625 0.088521523
SVD17 SVD18 SVD19 SVD20 SVD21
SVD22 SVD23 SVD24 SVD25 SVD26
1: -0.163781797 -0.0486354432 -0.03046897 0.0112929539 0.079900074
2: 0.095422286 0.0491377055 0.09391774 -0.0721379493 -0.013916933
3: 0.185503644 -0.2015399305 0.11835360 -0.0875935525 -0.066136291
4: 0.063988688 -0.0659054168 -0.16788867 0.1143707374 0.291042152
5: -0.120167322 -0.0332882013 -0.01586131 -0.0314149490 -0.005172233
6: 0.078489330 0.1418380596 -0.50457411 -0.1644237802 -0.291869898
7: -0.078456477 0.0178733571 0.14876378 -0.2000883498 -0.005130852
8: 0.146913481 -0.1037901049 0.01555215 -0.1183741970 -0.134610230
9: -0.107563587 0.0090411241 -0.01380203 0.0597940324 -0.027698423
10: 0.177591086 -0.3420847988 0.01057108 -0.0004672655 0.081962780
11: 0.009846978 -0.1189387877 0.04645971 -0.1095971460 0.007763845
12: 0.055019104 0.0674343721 0.08027679 0.3361582266 -0.060444925
13: 0.227730308 0.0894889914 0.47255456 -0.0703865049 -0.197580652
14: -0.110986318 -0.2599331194 0.01388684 -0.0717377766 0.027514213
15: -0.107191625 -0.0485663677 -0.32203977 0.0761833610 0.088353113
16: 0.340888778 0.5687616628 -0.05264997 -0.1849136368 0.020410476
17: 0.025194907 0.0169920666 0.02145666 -0.1250739289 -0.036619520
18: -0.264147795 -0.0307650754 -0.20137434 -0.2039018581 -0.378468387
19: 0.125356033 -0.1867102627 0.03875522 0.1145870969 -0.289316133
20: 0.196435229 0.0504386459 -0.08593161 -0.1370153877 0.207383530
21: -0.372759209 0.0581237697 0.06745804 0.3852092446 -0.102220911
22: -0.144136594 0.1431248549 0.02205914 -0.0541836449 0.118539714
23: -0.144581754 -0.0539700626 0.20595335 -0.2697923721 0.269210653
24: 0.082076034 -0.0770994442 -0.08934648 0.0081086234 -0.172635614
25: 0.077443188 -0.0242272637 -0.23997314 0.1188842974 0.126063323
26: -0.031344089 -0.0594335431 0.17470026 -0.0595338960 -0.002884854
27: -0.100437011 -0.1278804090 0.10386061 -0.2661246578 -0.142676817
28: 0.255692744 -0.1116004718 0.08941471 0.2905340432 -0.220690724
29: 0.154689593 -0.0129993773 0.01855400 -0.0875056042 -0.098277731
30: -0.144820773 -0.2636785026 0.08416982 -0.0957913192 0.256221414
31: 0.295501728 -0.4209099457 -0.18984918 -0.0447452218 -0.043918954
32: -0.118296749 0.0233988853 0.03199604 -0.4193066313 -0.053509531
33: 0.224443733 0.0008157172 -0.10997370 -0.0181076872 0.317831976
34: 0.162747830 -0.0012974851 0.18655329 0.0959242133 -0.007877082
35: -0.145885102 0.0592579691 0.08439868 0.0528783468 -0.227916405
36: 0.015314848 0.1597221960 0.14564108 0.1413184179 0.160027988
SVD22 SVD23 SVD24 SVD25 SVD26
SVD27 SVD28 SVD29 SVD30 SVD31
1: -0.109067479 0.121893275 0.051354842 -0.08227500 0.0967512064
2: -0.030605122 -0.043186005 -0.046674357 -0.03855961 -0.0659264038
3: 0.017396275 0.129460457 0.013428838 -0.17369350 0.0720945478
4: 0.417451679 0.248314254 0.226575748 0.05010148 -0.2173731686
5: 0.110044908 -0.145531048 0.030086447 0.05808614 0.0427541875
6: 0.144904903 0.118891761 0.071860835 -0.05091760 0.2598287818
7: 0.020843418 0.090234268 0.144012340 0.12696873 -0.0405225061
8: 0.051137944 0.007359080 -0.003023811 -0.06940433 0.0341807701
9: -0.033981450 0.148809528 -0.108995428 -0.09009683 -0.0464424749
10: -0.029492667 -0.305469097 -0.358288458 -0.25189478 0.2140640993
11: 0.063573968 0.211664074 0.080995556 -0.08696602 0.0065175396
12: -0.018442161 -0.214186640 0.400605900 -0.06691014 0.0959372413
13: 0.308692355 -0.016033797 -0.093916423 0.05431079 -0.0772707330
14: -0.039345362 0.101538907 0.068242054 -0.03974831 0.0628057029
15: 0.034155752 -0.040488269 0.046204999 0.17866995 -0.0566370768
16: -0.213200461 -0.056588010 -0.009960688 0.12440962 0.1016095232
17: -0.160437307 0.113278565 0.087139843 -0.09903210 0.0001047557
18: 0.274294408 -0.241369245 -0.120884541 -0.13496339 -0.1456759062
19: -0.209750733 0.019092409 0.026176889 0.16050927 0.3641747777
20: 0.007258687 -0.297883234 -0.116540154 -0.19505552 -0.5344918916
21: 0.186121417 0.081582520 -0.262352172 0.16757419 0.0175754313
22: -0.212701782 -0.059200254 0.102968789 -0.09604870 0.1675200528
23: -0.010883042 0.258247471 0.244386567 -0.17888176 0.0591764866
24: 0.007538047 -0.034881215 0.304896233 0.27853549 -0.1390368332
25: -0.175391639 0.186845316 -0.064540535 -0.19850848 -0.0640317555
26: 0.077195105 0.028057895 0.084481496 -0.02670751 0.0859280653
27: 0.214530146 -0.133213857 0.169361159 -0.05458951 0.0638968894
28: -0.080017450 0.404481262 -0.230973410 -0.01524669 -0.2406053725
29: 0.021799314 0.046743779 -0.113934920 0.00939880 0.0456290585
30: -0.226476197 -0.252615421 -0.128929650 0.33963803 0.0209050003
31: -0.070817206 -0.012525553 0.224694725 0.02964946 -0.0841643024
32: -0.043164191 0.298589320 -0.243613221 0.26086392 -0.0684871224
33: 0.467704467 0.005713151 -0.184493185 0.06736529 0.4098282517
34: 0.121791894 -0.147356977 0.199853882 0.30006368 -0.0581243247
35: -0.022950716 -0.081184067 0.132481712 -0.39713253 -0.0653662561
36: 0.139971664 0.029089363 0.030767692 -0.27912031 0.1640983070
SVD27 SVD28 SVD29 SVD30 SVD31
SVD32 SVD33 SVD34 SVD35 SVD36
1: -0.205485302 -0.1594468430 -0.1290708920 0.146854082 0.017031901
2: -0.006227139 -0.0061916105 0.0297163890 0.113275617 0.079853075
3: -0.153340746 -0.0098249548 0.1707847723 -0.027100747 0.068420691
4: 0.150221619 -0.0991228348 0.0396056102 0.003556158 0.169104276
5: 0.038201925 0.1166051156 -0.0352254685 -0.180457048 -0.126028919
6: 0.219381754 0.3296991013 -0.0205291427 0.391506933 -0.028836731
7: 0.052536150 0.1066633638 0.0141157282 -0.024270660 -0.056415486
8: -0.096660621 0.0451113289 0.0744820502 0.050083636 -0.023823883
9: -0.029691044 0.0203517954 -0.0668483203 0.017102182 -0.007953416
10: -0.221298009 -0.0028086682 0.0722085463 0.238263791 -0.083714903
11: -0.108740189 -0.0096210361 -0.0297574778 -0.017868663 0.057513861
12: 0.015549835 -0.1470643571 0.1698513443 -0.024214519 -0.016434634
13: 0.196227416 0.0213654771 0.0752561973 0.022430639 -0.119825033
14: -0.079373060 0.0279004807 -0.0993652858 0.042267320 -0.011511803
15: 0.024657944 0.0885773674 -0.1168601599 -0.065939261 -0.020677205
16: -0.155988089 -0.0249541686 0.2594715774 -0.229880449 0.032681536
17: -0.047225893 0.0634437040 0.0213428474 0.145000426 0.021145428
18: -0.273323620 -0.0773767234 -0.0367284725 -0.508050366 0.184433320
19: 0.242005068 -0.1178547641 -0.4344410416 -0.214395726 0.113628033
20: 0.117547926 -0.0128744436 -0.2626669657 0.148116884 -0.060873957
21: -0.156235265 0.1101144066 0.4087474637 0.177200208 -0.012144026
22: -0.093001974 -0.1361788350 0.0164964302 0.040242636 0.128409934
23: -0.043895868 -0.0153391326 0.0576774433 -0.134520264 -0.031245134
24: -0.404056635 -0.2172562402 -0.1010078942 0.126157090 -0.652678648
25: -0.262844745 -0.0002159161 0.0083705793 -0.083753924 0.052123039
26: 0.040295001 -0.0201606684 -0.0106045111 0.022714450 -0.034746882
27: 0.023222703 0.0297214121 0.0009807159 0.065377232 -0.026426981
28: 0.028793175 -0.0075826237 -0.1217441520 -0.153323793 -0.050394681
29: -0.122840607 -0.0081735678 0.0765014029 0.091220988 0.015687113
30: 0.188123891 0.1811846937 0.0915186947 -0.042897719 -0.054080481
31: 0.045531489 0.2158101161 0.4418329002 -0.189666834 0.088158466
32: -0.094640249 -0.0405279945 -0.0413272138 0.104748829 0.031250438
33: -0.025329440 -0.3591992843 -0.0640259513 -0.069103786 -0.037691760
34: -0.427614267 0.2240711426 -0.2690990396 0.243249977 0.560934331
35: 0.158341766 -0.2038223876 0.0232366571 0.201566455 0.084538271
36: -0.169041465 0.6258215901 -0.2544632731 -0.217703339 -0.275639024
SVD32 SVD33 SVD34 SVD35 SVD3618.3.4.5 Metadata
set.ona$meta.data gives a data frame that includes all the columns except for the code connection columns.
set.ona$meta.data Condition UserName ENA_UNIT
1: FirstGame steven z FirstGame::steven z
2: FirstGame akash v FirstGame::akash v
3: FirstGame alexander b FirstGame::alexander b
4: FirstGame brandon l FirstGame::brandon l
5: FirstGame christian x FirstGame::christian x
6: FirstGame jordan l FirstGame::jordan l
7: FirstGame arden f FirstGame::arden f
8: FirstGame margaret n FirstGame::margaret n
9: FirstGame connor f FirstGame::connor f
10: FirstGame jimmy i FirstGame::jimmy i
11: FirstGame devin c FirstGame::devin c
12: FirstGame tiffany x FirstGame::tiffany x
13: FirstGame amelia n FirstGame::amelia n
14: FirstGame luis t FirstGame::luis t
15: FirstGame amalia x FirstGame::amalia x
16: FirstGame robert z FirstGame::robert z
17: FirstGame joseph k FirstGame::joseph k
18: FirstGame peter h FirstGame::peter h
19: FirstGame carl b FirstGame::carl b
20: FirstGame mitchell h FirstGame::mitchell h
21: FirstGame peter s FirstGame::peter s
22: FirstGame joseph h FirstGame::joseph h
23: FirstGame cameron k FirstGame::cameron k
24: FirstGame fletcher l FirstGame::fletcher l
25: FirstGame amirah u FirstGame::amirah u
26: FirstGame kevin g FirstGame::kevin g
27: SecondGame brent p SecondGame::brent p
28: SecondGame kiana k SecondGame::kiana k
29: SecondGame madeline g SecondGame::madeline g
30: SecondGame justin y SecondGame::justin y
31: SecondGame ruzhen e SecondGame::ruzhen e
32: SecondGame brandon f SecondGame::brandon f
33: SecondGame jackson p SecondGame::jackson p
34: SecondGame shane t SecondGame::shane t
35: SecondGame samuel o SecondGame::samuel o
36: SecondGame casey f SecondGame::casey f
37: SecondGame keegan q SecondGame::keegan q
38: SecondGame nicholas l SecondGame::nicholas l
39: SecondGame cameron i SecondGame::cameron i
40: SecondGame cormick u SecondGame::cormick u
41: SecondGame daniel t SecondGame::daniel t
42: SecondGame christina b SecondGame::christina b
43: SecondGame derek v SecondGame::derek v
44: SecondGame nicholas n SecondGame::nicholas n
45: SecondGame abigail z SecondGame::abigail z
46: SecondGame caitlyn y SecondGame::caitlyn y
47: SecondGame nathan d SecondGame::nathan d
48: SecondGame luke u SecondGame::luke u
Condition UserName ENA_UNIT18.3.5 ONA visualization
Once an ONA model is constructed, ONA networks can be visualize. The plotting function in ONA is called plot, and it works similarly to the same function in ENA.
Before plotting, you can set up several global parameters to ensure consistency across plots. These parameters will be clearer in subsequent sections.
node_size_multiplier = 0.4 # scale up or down node sizes
node_position_multiplier = 1 # zoom in or out node positions
point_position_multiplier =1.5 # zoom in or out the point positions
edge_arrow_saturation_multiplier = 1.5 # adjust the chevron color lighter or darker
edge_size_multiplier = 1 # scale up or down edge sizes18.3.5.1 Plot a mean network
Mean ONA networks can be plotted for each of the conditions along with their subtracted network.
First, plot the mean network for the FirstGame condition. Use a pipe |> to connect the edges function and the nodes function. Users are only required to specify the weights parameter, as the remaining parameters have default values unless specified otherwise. ::: {.cell}
:::
xyz ::: {.cell}
p<-plot.ena.ordered.set(set.ona, title = "FirstGame (red) mean network") |>
edges(
weights =set.ona$line.weights$Condition$FirstGame,
edge_size_multiplier = edge_size_multiplier,
edge_arrow_saturation_multiplier = edge_arrow_saturation_multiplier,
node_position_multiplier = node_position_multiplier,
edge_color = c("red")) |>
nodes(
node_size_multiplier = node_size_multiplier,
node_position_multiplier = node_position_multiplier,
self_connection_color = c("red"))
p:::
Since this is the first ONA network visualization in this chapter, we briefly explain how to read an ONA network.
Node size: In ONA, the node size is proportional to the number of occurrences of that code as a response to other codes in the data, with larger nodes indicating more responses. For example, in this plot, students in the FirstGame condition responded most frequently with discourse about Technical.Constraints.
Self-connections: The color and saturation of the circle within each node is proportional to the number of self-connections for that code: that is, when a code is both what students responded to and what they responded with. Colored circles that are larger and more saturated reflect codes with more frequent self-connections.
Edges: Note that unlike most directed network visualizations, which use arrows or spearheads to indicate direction, ONA uses a “broadcast” model, where the source of a connection (what students responded to) is placed at the apex side of the triangle and the destination of a connection (what students responded with) is placed at its base.
Chevrons on edges: The chevrons point in the direction of the connection. Between any pair of nodes, if there is a bidirectional connection, the chevron only appears on the side with the stronger connection. This helps viewers differentiate heavier edges in cases such as between Technical.Constraints and Data, where the connection strengths from both directions are similar. When the connection strengths are identical between two codes, the chevron will appear on both edges.
Now, plot the mean network for SecondGame.
plot.ena.ordered.set(set.ona, title = "SecondGame (blue) mean network") |>
edges(
weights = set.ona$line.weights$Condition$SecondGame,
edge_size_multiplier = edge_size_multiplier,
edge_arrow_saturation_multiplier = edge_arrow_saturation_multiplier,
node_position_multiplier = node_position_multiplier,
edge_color = c("blue")) |>
nodes(
node_size_multiplier = node_size_multiplier,
node_position_multiplier = node_position_multiplier,
self_connection_color = c("blue"))Then, plot the subtracted network to show the differences between the mean networks of the FirstGame and SecondGame conditions.
plot.ena.ordered.set(set.ona, title = "Subtracted mean network: FirstGame (red) vs SecondGame (blue)") |>
edges(
weights = (colMeans(set.ona$line.weights$Condition$FirstGame) - colMeans(set.ona$line.weights$Condition$SecondGame))*4, # optional weights multiplier to adjust readability
edge_size_multiplier = edge_size_multiplier,
edge_arrow_saturation_multiplier = edge_arrow_saturation_multiplier,
node_position_multiplier = node_position_multiplier,
edge_color = c("red","blue")) |>
nodes(
node_size_multiplier = node_size_multiplier,
node_position_multiplier = node_position_multiplier,
self_connection_color = c("red","blue"))18.3.5.2 Plot a mean network and its points
Besides plotting the mean network for each condition and the subtracted network, we can also plot the individual units within each condition.
Use set.ona$points to subset the rows that are in each condition and plot the units in each condition as a different color.
The points are specified in the units function. The edges and nodes functions remain the same as above.
plot.ena.ordered.set(set.ona, title = "points (dots), mean point (square), and confidence interval") |>
units(
points=set.ona$points$Condition$FirstGame,
points_color = c("red"),
show_mean = TRUE, show_points = TRUE, with_ci = TRUE)plot.ena.ordered.set(set.ona, title = "FirstGame (red) mean network") |>
units(
points=set.ona$points$Condition$FirstGame,
points_color = c("red"),
show_mean = TRUE, show_points = TRUE, with_ci = TRUE) |>
edges(
weights =set.ona$line.weights$Condition$FirstGame,
edge_size_multiplier = edge_size_multiplier,
edge_arrow_saturation_multiplier = edge_arrow_saturation_multiplier,
node_position_multiplier = node_position_multiplier,
edge_color = c("red")) |>
nodes(
node_size_multiplier = node_size_multiplier,
node_position_multiplier = node_position_multiplier,
self_connection_color = c("red"))plot.ena.ordered.set(set.ona, title = "points (dots), mean point (square), and confidence interval") |>
units(
points=set.ona$points$Condition$SecondGame,
points_color = c("blue"),
show_mean = TRUE, show_points = TRUE, with_ci = TRUE)plot.ena.ordered.set(set.ona, title = "SecondGame (blue) mean network") |>
units(
points=set.ona$points$Condition$SecondGame,
points_color = "blue",
show_mean = TRUE, show_points = TRUE, with_ci = TRUE) |>
edges(
weights = set.ona$line.weights$Condition$SecondGame,
edge_size_multiplier = edge_size_multiplier,
edge_arrow_saturation_multiplier = edge_arrow_saturation_multiplier,
node_position_multiplier = node_position_multiplier,
edge_color = c("blue")) |>
nodes(
node_size_multiplier = node_size_multiplier,
node_position_multiplier = node_position_multiplier,
self_connection_color = c("blue"))Plot the subtracted network as follows.
# FirstGame and SecondGame subtracted plot
plot.ena.ordered.set(set.ona, title = "Difference: FirstGame (red) vs SecondGame (blue)") |>
units(
points = set.ona$points$Condition$FirstGame,
points_color = "red",
show_mean = TRUE, show_points = TRUE, with_ci = TRUE) |>
units(
points = set.ona$points$Condition$SecondGame,
points_color = "blue",
show_mean = TRUE, show_points = TRUE, with_ci = TRUE) |>
edges(
weights = (colMeans(set.ona$line.weights$Condition$FirstGame) - colMeans(set.ona$line.weights$Condition$SecondGame))*4, # optional multiplier to adjust for readability
edge_size_multiplier = edge_size_multiplier,
edge_arrow_saturation_multiplier = edge_arrow_saturation_multiplier,
node_position_multiplier = node_position_multiplier,
edge_color = c("red","blue")) |>
nodes(
node_size_multiplier = node_size_multiplier,
node_position_multiplier = node_position_multiplier,
self_connection_color = c("red","blue"))18.3.5.3 Plot an individual network and its points
To plot an individual student’s network and ONA point, use set.ona$points.
Here, we choose the same two units we compared in the ENA analysis (Section 3.5.3).
# first game
plot.ena.ordered.set(set.ona, title = "FirstGame::steven z") |>
units(
points=set.ona$points$ENA_UNIT$`FirstGame::steven z`,
points_color = "red",
show_mean = FALSE, show_points = TRUE, with_ci = FALSE) |>
edges(
weights = set.ona$line.weights$ENA_UNIT$`FirstGame::steven z`,
edge_size_multiplier = edge_size_multiplier,
edge_arrow_saturation_multiplier = edge_arrow_saturation_multiplier,
node_position_multiplier = node_position_multiplier,
edge_color = c("red")) |>
nodes(
node_size_multiplier = node_size_multiplier,
node_position_multiplier = node_position_multiplier,
self_connection_color = c("red"))# second game
plot.ena.ordered.set(set.ona, title = "SecondGame::samuel o") |>
units(
points=set.ona$points$ENA_UNIT$`SecondGame::samuel o`,
points_color = "blue",
show_mean = FALSE, show_points = TRUE, with_ci = FALSE) |>
edges(
weights = set.ona$line.weights$ENA_UNIT$`SecondGame::samuel o`,
edge_size_multiplier = edge_size_multiplier,
edge_arrow_saturation_multiplier = edge_arrow_saturation_multiplier,
node_position_multiplier = node_position_multiplier,
edge_color = c("blue")) |>
nodes(
node_size_multiplier = node_size_multiplier,
node_position_multiplier = node_position_multiplier,
self_connection_color = c("blue"))In this case, both units make relatively strong connections between Design.Reasoning and Data. However, for Unit A (red), the connection is relatively more from Design.Reasoning to Data than the other way around. This indicates that more often this unit responded with Data. In contrast, Unit B (blue) responded more frequently to Data with Design.Reasoning.
A subtracted network can make such differences more salient.
# units difference
mean1 = as.vector(as.matrix(set.ona$line.weights$ENA_UNIT$`FirstGame::steven z`))
mean2 = as.vector(as.matrix(set.ona$line.weights$ENA_UNIT$`SecondGame::samuel o`))
subtracted.mean = mean1 - mean2plot.ena.ordered.set(set.ona, title = "subtracted network of steven z (red) and Samuel (blue)") |>
units(
points = set.ona$points$ENA_UNIT$`FirstGame::steven z`, points_color = "red",
point_position_multiplier = point_position_multiplier,
show_mean = FALSE, show_points = TRUE, with_ci = FALSE) |>
units(
points = set.ona$points$ENA_UNIT$`SecondGame::samuel o`, points_color = "blue",
point_position_multiplier = point_position_multiplier,
show_mean = FALSE, show_points = TRUE, with_ci = FALSE) |>
edges(
weights = subtracted.mean*2,
edge_size_multiplier = edge_size_multiplier,
edge_arrow_saturation_multiplier = edge_arrow_saturation_multiplier,
node_position_multiplier = node_position_multiplier,
edge_color = c("red", "blue")) |>
nodes(
node_size_multiplier = node_size_multiplier,
node_position_multiplier = node_position_multiplier,
self_connection_color = c("red", "blue")) The connection between Design.Reasoning and Data consists of two triangles, one in blue pointing from Data to Design.Reasoning, the other in red pointing from Design.Reasoning to Data. This indicates that although both units made strong connections between these two codes, the relative directed frequencies are different. Recall that in the ENA subtracted network for the same two units, the connections between Data and Design.Reasoning were basically the same. ONA, by accounting for the order of events, shows that while the undirected relative frequencies were similar, there was a difference in the order in which the two students made the connection.
18.3.6 Compare groups statistically
In addition to visual comparison of networks, ENA points can be analyzed statistically. For example, here we might test whether the patterns of association in one condition are significantly different from those in the other condition.
To demonstrate both parametric and non-parametric approaches to this question, the examples below use a Student’s t test and a Mann-Whitney U test to test for differences between the FirstGame and SecondGame condition. For more instructions on when to choose parametric and non-parametric tests, please refer to Kaur & Kumar (2015).
First, install the lsr package to enable calculation of effect size (Cohen’s d) for the t test.
# install.packages('lsr')
library(lsr)Then, subset the points to test for differences between the two conditions.
ona_first_points_d1 = as.matrix(set.ona$points$Condition$FirstGame)[,1]
ona_second_points_d1 = as.matrix(set.ona$points$Condition$SecondGame)[,1]
ona_first_points_d2 = as.matrix(set.ona$points$Condition$FirstGame)[,2]
ona_second_points_d2 = as.matrix(set.ona$points$Condition$SecondGame)[,2]Conduct the t test on the first and second dimensions.
# parametric tests
t_test_d1 = t.test(ona_first_points_d1, ona_second_points_d1)
t_test_d1
Welch Two Sample t-test
data: ona_first_points_d1 and ona_second_points_d1
t = -3.7729, df = 41.001, p-value = 0.0005111
alternative hypothesis: true difference in means is not equal to 0
95 percent confidence interval:
-0.18227713 -0.05517572
sample estimates:
mean of x mean of y
-0.05441628 0.06431015 t_test_d2 = t.test(ona_first_points_d2, ona_second_points_d2)
t_test_d2
Welch Two Sample t-test
data: ona_first_points_d2 and ona_second_points_d2
t = -6.9301e-16, df = 45.45, p-value = 1
alternative hypothesis: true difference in means is not equal to 0
95 percent confidence interval:
-0.1008208 0.1008208
sample estimates:
mean of x mean of y
-1.727628e-17 1.742362e-17 Compute any other statistics that may be of interest. A few examples are given below.
mean(ona_first_points_d1)[1] -0.05441628mean(ona_second_points_d1)[1] 0.06431015mean(ona_first_points_d2)[1] -1.727628e-17mean(ona_second_points_d2)[1] 1.742362e-17sd(ona_first_points_d1)[1] 0.09754142sd(ona_second_points_d1)[1] 0.1171941sd(ona_first_points_d2)[1] 0.1784777sd(ona_second_points_d2)[1] 0.1679372length(ona_first_points_d1)[1] 26length(ona_second_points_d1)[1] 22length(ona_first_points_d2)[1] 26length(ona_second_points_d2)[1] 22cohensD(ona_first_points_d1, ona_second_points_d1)[1] 1.109985cohensD(ona_first_points_d2, ona_second_points_d2)[1] 1.997173e-16Here, along the x axis (MR1), a two-sample t test assuming unequal variance shows that the FirstGame (mean=-0.05, SD=0.09, N=26) condition is statistically significantly different for alpha=0.05 from the SecondGame condition (mean=0.06, SD=0.12, N=22; t(41.001)= -3.77, p=0.00, Cohen’s d=1.1). Along the y axis (SVD2), a two-sample t test assuming unequal variance shows that the FirstGame condition (mean=-1.73, SD=0.17, N=26) is not statistically significantly different for alpha=0.05 from the SecondGame condition (mean=1,74, SD=0.17, N=22; t(45.45)= 0, p=1.00, Cohen’s d=0.00).
The Mann-Whitney U test is a non-parametric alternative to the independent two-sample t test.
First, install the rcompanion package to calculate the effect size (r) for a Mann-Whitney U test.
# install.packages('rcompanion')
library(rcompanion)Then, conduct a Mann-Whitney U test on the first and second dimensions.
# non parametric tests
w_test_d1 = wilcox.test(ona_first_points_d1, ona_second_points_d1)
w_test_d2 = wilcox.test(ona_first_points_d2, ona_second_points_d2)
w_test_d1
Wilcoxon rank sum exact test
data: ona_first_points_d1 and ona_second_points_d1
W = 130, p-value = 0.0009533
alternative hypothesis: true location shift is not equal to 0w_test_d2
Wilcoxon rank sum exact test
data: ona_first_points_d2 and ona_second_points_d2
W = 264, p-value = 0.6593
alternative hypothesis: true location shift is not equal to 0Compute any other statistics that may be of interest. A few examples are given below.
median(ona_first_points_d1)[1] -0.04307778median(ona_second_points_d1)[1] 0.09596238median(ona_first_points_d2)[1] 0.001753116median(ona_second_points_d2)[1] 0.05862436length(ona_first_points_d1)[1] 26length(ona_second_points_d1)[1] 22length(ona_first_points_d2)[1] 26length(ona_second_points_d2)[1] 22abs(wilcoxonR(ona_first_points_d1, ona_second_points_d1))r
0 abs(wilcoxonR(ona_first_points_d2, ona_second_points_d2)) r
0.707 Here, along the x axis (MR1), a Mann-Whitney U test shows that the FirstGame condition (Mdn=-0.04, N=26) was statistically significantly different for alpha=0.05 from the SecondGame condition (Mdn=0.10, N=22 U=130, p=0.001, r=0.00). Along the y axis (SVD2), a Mann-Whitney U test shows that the FirstGame condition (Mdn=0.001, N=26) is not statistically significantly different for alpha=0.05 from the SecondGame condition (Mdn=0.00, N=22, U=264, p=0.66, r=0.71). The absolute value of r value in Mann-Whitney U test varies from 0 to close to 1. The interpretation values for r commonly in published literature is: 0.10 - < 0.3 (small effect), 0.30 - < 0.5 (moderate effect) and >= 0.5 (large effect).
18.3.7 Model evaluation
18.3.7.1 Variance explained
Briefly, variance explained (also called explained variation) refers to the proportion of the total variance in a dataset that is accounted for by a statistical model or set of predictors.
In ONA, to represent high-dimensional vectors in a two-dimensional space, ONA uses either singular value decomposition or means rotation combined with SVD. For each of the reduced dimensions, the variance in patterns of association among units explained by that dimension can be computed.
set.ona$model$variance MR1 SVD2 SVD3 SVD4 SVD5 SVD6
1.367940e-01 2.736079e-01 1.751045e-01 1.037211e-01 5.575839e-02 4.824400e-02
SVD7 SVD8 SVD9 SVD10 SVD11 SVD12
3.788019e-02 2.985421e-02 2.455490e-02 1.986132e-02 1.547312e-02 1.296796e-02
SVD13 SVD14 SVD15 SVD16 SVD17 SVD18
1.190085e-02 8.781167e-03 8.412761e-03 6.174962e-03 4.901254e-03 4.393250e-03
SVD19 SVD20 SVD21 SVD22 SVD23 SVD24
3.834715e-03 3.353035e-03 2.662176e-03 2.031686e-03 1.782493e-03 1.557342e-03
SVD25 SVD26 SVD27 SVD28 SVD29 SVD30
1.220686e-03 1.053932e-03 9.264935e-04 7.927517e-04 7.377140e-04 5.640286e-04
SVD31 SVD32 SVD33 SVD34 SVD35 SVD36
3.789101e-04 1.971669e-04 1.817454e-04 1.602525e-04 1.146862e-04 6.435798e-05 In our example above, since we used means rotation method, the first dimension is labeled as MR1 and the second dimension is labeled as SVD2.The two dimensions in combination explained more than 40% of the variance.
Here, the first dimension is MR1 and the second dimension is SVD2. The two dimensions in combination explained more than 40% of the variance.
As with any statistical model, greater explained variance does not necessarily indicate a better model, as it may be due to overfitting, but it provides one indicator of model quality.
18.3.7.2 Goodness of fit
Briefly, a model’s goodness of fit refers to how well a model fits or represents the data. A model with a high goodness of fit indicates that it accurately represents the data and can make reliable predictions.
In ONA, a good fit means that the positions of the nodes in the space—and thus the network visualizations—are consistent with the mathematical properties of the model. In other words, we can confidently rely on the network visualizations to interpret the ONA model. The process that ONA uses to achieve high goodness of fit is called co-registration, the same as the one used in ENA. The mathematical details of co-registration are beyond the scope of this chapter and can be found in Bowman et al., (2022).
To test a model’s goodness of fit, use ona::correlations. The closer the value is to 1, the higher the model’s goodness of fit is. Most ENA models have a goodness of fit that is well above 0.90.
ona::correlations(set.ona) pearson spearman
1 0.9801173 0.9801799
2 0.9801431 0.975916018.3.7.3 Close the interpretative loop
Another approach to evaluate an ONA model is to confirm the alignment between quantitative model (in our case, our ONA model) and the original qualitative data. In other words, we can return to the original data to confirm that quantitative findings give a fair representation of the data. This approach is an example of what’s called as closing the interpretative loop in Quantitative Ethnography field (Shaffer, 2017).
For example, based on our visual analysis of the network of “SecondGame::samuel o” in previous section, we are interested in what the lines are in the original data that contributed to the connection from Performance.Parameters to Design.Reasoning.
Let’s first review what SecondGame::samuel o ONA network looks like. Based on the connection direction and strength from Technical.Constraints to Performance.Parameters, we would expect to see more examples of Samuel responded with Design.Reasoning to Performance.Parameters, than the other way around.
plot.ena.ordered.set(set.ona, title = "SecondGame::samuel o") |>
units(
points=set.ona$points$ENA_UNIT$`SecondGame::samuel o`,
points_color = "blue",
show_mean = FALSE, show_points = TRUE, with_ci = FALSE) |>
edges(
weights = set.ona$line.weights$ENA_UNIT$`SecondGame::samuel o`,
edge_size_multiplier = edge_size_multiplier,
edge_arrow_saturation_multiplier = edge_arrow_saturation_multiplier,
node_position_multiplier = node_position_multiplier,
edge_color = c("blue")) |>
nodes(
node_size_multiplier = node_size_multiplier,
node_position_multiplier = node_position_multiplier,
self_connection_color = c("blue"))To do so, we use view() function and specify required parameters as below.
This is going to activate a window shows up in your Viewer panel. If it is too small to read, you can click on the “Show in new window” button to view it in your browser for better readability. (Note: the html page produced by the view() function will show separately from the html file knitted from RMD file)
view(accum.ona, # the object stored our connection accumulation results in 4.3.6
wh = c("SecondGame::samuel o"), # the unit we are interested in
units.by = c("Condition", "UserName"), # consistent with in 4.3.1
conversation.by = c("Condition", "GroupName", "ActivityNumber"), # consistent with in 4.3.3
codes = c("Performance.Parameters", "Design.Reasoning"), # codes of choice
window = 7) # consistent with in 4.3.4In the Viewer panel, hover over your cursor on any of the lines that are in bold, a size of 7 lines rectangle shows up, representing that in a moving stanza window of size 7, the referent line (the line in bold) and its preceding 6 lines. The 1 and 0 in Technical.Constraints column and Design.Reasoning column shows where the connections happened.
Notice that here we are viewing the same qualitative example as in section 3.7.3 in ENA. In line 2477 Samuel shared his Design.Reasoning about “mindful of (the) how one device scores relative to other ones”, as a response to what Casey said in line 2476 about Performance.Parameters “not one source/censor can be the best in every area so we had to sacrifice certain attributes”, as well as what Jackson said in line 2475 about safety as one of the Performance.Parameters “when it came to the different attributes, i think that all were important in their own way but i think safety is one of the most important”.
Here, ONA was able to not only capture the occurrence between code Design.Reasoning and Performance.Parameters as ENA did, but also represent the connection direction from Design.Reasoning to Performance.Parameters-
18.3.8 Using ONA outputs in other analysis
As with ENA, the outputs of ONA models can be used as inputs in other statistical models. See Section 3.8 for an example using ENA points.
18.4 Projection
In the sections above, we demonstrated how to do an ENA analysis and an ONA analysis. In this section, we show how to project new data into a space constructed with different data. This can be done as long as the same codes are used in both sets.
18.4.1 Projections in ENA
To project the ENA points from one model into a space constructed with different data, replace the rotation.set parameter of ena.make.set. In the example below, an “expert” model is developed using the SecondGame units and the FirstGame (novice) units are projected into that space.
data = rENA::RS.data
#expert data
exp.data = subset(data, Condition == "SecondGame")
#novice data
nov.data = subset(data, Condition == "FirstGame")
#expert model
units_exp = exp.data[,c("Condition","UserName")]
conversation_exp = exp.data[,c("Condition","GroupName","ActivityNumber")]
codes_exp = exp.data[,codeCols]
meta_exp = exp.data[,c("CONFIDENCE.Change",
"CONFIDENCE.Pre","CONFIDENCE.Post","C.Change")]
set_exp =
ena.accumulate.data(
text_data = exp.data[, 'text'],
units = units_exp,
conversation = conversation_exp,
codes = codes_exp,
metadata = meta_exp,
window.size.back = 7,
) |>
ena.make.set()
head(set_exp$rotation$rotation.matrix) codes SVD1
1: Data & Technical.Constraints -0.24057700
2: Data & Performance.Parameters 0.48848754
3: Technical.Constraints & Performance.Parameters -0.02320331
4: Data & Client.and.Consultant.Requests 0.06503711
5: Technical.Constraints & Client.and.Consultant.Requests -0.06975214
6: Performance.Parameters & Client.and.Consultant.Requests 0.11533871
SVD2 SVD3 SVD4 SVD5 SVD6 SVD7
1: 0.11885994 0.3193289 -0.45227295 0.09889688 -0.39862241 0.06563283
2: -0.11686678 0.1982391 -0.44705631 -0.22927895 0.47975237 -0.21453179
3: -0.05111943 -0.2916795 -0.36518241 0.52524552 -0.01609286 0.36809347
4: 0.27120780 -0.3385454 -0.05092357 -0.33927197 -0.25447376 -0.17991244
5: 0.26533333 -0.2768934 -0.18080083 -0.11076756 -0.19416757 -0.36275876
6: 0.18477958 -0.3737267 -0.11863402 -0.07083393 0.02516428 -0.03657718
SVD8 SVD9 SVD10 SVD11 SVD12 SVD13
1: -0.1856847 0.30816809 -0.18513456 0.104312899 -0.04168286 -0.03559728
2: -0.1777785 0.08815695 0.28325841 0.008745029 0.14973467 0.06450116
3: 0.1407842 -0.17833427 0.27698790 -0.009971090 0.47637441 0.02280166
4: -0.2299067 -0.37837215 -0.11488601 0.498952895 0.30099350 0.18673759
5: -0.1704000 0.19322838 0.21341446 -0.297243877 0.06760417 -0.53914523
6: 0.3042210 -0.31283880 0.01516928 -0.346524753 -0.43887935 0.10634790
SVD14 SVD15
1: -0.51241937 0.091129592
2: -0.18313710 -0.000490446
3: 0.01818665 0.102714879
4: -0.07366643 -0.060904215
5: 0.28028284 0.244397533
6: -0.48866273 0.195895284head(set_exp$model$points.for.projection) ENA_UNIT Condition UserName CONFIDENCE.Change CONFIDENCE.Pre
1: SecondGame.brent p SecondGame brent p 1 5
2: SecondGame.kiana k SecondGame kiana k 1 5
3: SecondGame.madeline g SecondGame madeline g 0 7
4: SecondGame.justin y SecondGame justin y 1 5
5: SecondGame.ruzhen e SecondGame ruzhen e 1 7
6: SecondGame.brandon f SecondGame brandon f 1 5
CONFIDENCE.Post C.Change Data & Technical.Constraints
1: 6 Pos.Change 0.08014993
2: 6 Pos.Change 0.05854329
3: 7 Pos.Change -0.05468821
4: 6 Pos.Change 0.11998931
5: 8 Pos.Change -0.06591518
6: 6 Pos.Change 0.03809931
Data & Performance.Parameters Technical.Constraints & Performance.Parameters
1: -0.086091043 0.027685191
2: -0.142203524 -0.080222041
3: 0.056075777 -0.002767158
4: -0.104015139 -0.030404839
5: 0.001808932 -0.003389825
6: -0.011787780 0.038316227
Data & Client.and.Consultant.Requests
1: -0.02448644
2: 0.08770252
3: -0.04695946
4: -0.07461221
5: 0.06739843
6: 0.01541284
Technical.Constraints & Client.and.Consultant.Requests
1: -0.0058647508
2: 0.1063242092
3: -0.0516250971
4: 0.0007751445
5: 0.0055538484
6: 0.0612712589
Performance.Parameters & Client.and.Consultant.Requests
1: -0.011764601
2: 0.035694420
3: 0.001100505
4: -0.058570431
5: 0.045596431
6: 0.011768663
Data & Design.Reasoning Technical.Constraints & Design.Reasoning
1: -0.079628618 0.176376780
2: 0.002336237 0.003721609
3: 0.075403309 -0.176840884
4: 0.044860365 0.107002550
5: -0.014833877 -0.077244730
6: -0.081660121 0.056079733
Performance.Parameters & Design.Reasoning
1: -0.13884774
2: -0.17338957
3: 0.09728266
4: -0.09336627
5: 0.14822546
6: -0.07911867
Client.and.Consultant.Requests & Design.Reasoning Data & Collaboration
1: -0.027086537 -0.016725897
2: -0.009833621 0.129986897
3: -0.014221431 0.041899555
4: -0.054970476 -0.032327840
5: 0.030274495 0.002394447
6: 0.014604550 0.057697211
Technical.Constraints & Collaboration Performance.Parameters & Collaboration
1: -0.0531090516 -0.026502320
2: 0.1583336810 0.090004369
3: 0.0400402349 0.055410454
4: -0.0152652700 -0.042104264
5: 0.0005351265 0.019440113
6: 0.0376800668 0.002526229
Client.and.Consultant.Requests & Collaboration
1: -0.02558157
2: 0.06503674
3: 0.02099307
4: -0.02558157
5: -0.02558157
6: 0.07428646
Design.Reasoning & Collaboration
1: -0.02987116
2: 0.20314222
3: 0.11066707
4: -0.07999694
5: -0.04527465
6: 0.08265941#novice model
units_nov = nov.data[,c("Condition","UserName")]
conversation_nov = nov.data[,c("Condition","GroupName","ActivityNumber")]
codes_nov = nov.data[,codeCols]
meta_nov = nov.data[,c("CONFIDENCE.Change",
"CONFIDENCE.Pre","CONFIDENCE.Post","C.Change")]
set_nov =
ena.accumulate.data(
text_data = nov.data[, 'text'],
units = units_nov,
conversation = conversation_nov,
codes = codes_nov,
metadata = meta_nov,
window.size.back = 7,
) |>
ena.make.set(rotation.set = set_exp$rotation)# plot expert model (what we projected into) Using plotting wrapper to save time
plot_exp = ena.plotter(set_exp,
points = T,
mean = T,
network = T,
print.plots = F
)
# plot test model (points from test model in training model space)
plot_nov = ena.plotter(set_nov,
points = T,
mean = T,
network = T,
print.plots = F)
plot_exp$plot[[1]]plot_nov$plot[[1]]18.4.2 Projections in ONA
Projection works similarly in ONA.
data = ona::RS.data
#expert data
exp.data = subset(data, Condition == "SecondGame")
#novice data
nov.data = subset(data, Condition == "FirstGame")
#shared unit cols
units = c("UserName","Condition","GroupName")
#shared code cols
codes = c(
'Data',
'Technical.Constraints',
'Performance.Parameters',
'Client.and.Consultant.Requests',
'Design.Reasoning',
'Collaboration')
#shared hoo
hoo = conversation_rules(
(Condition %in% UNIT$Condition & GroupName %in% UNIT$GroupName))
#expert accum
accum.exp = contexts(exp.data, units_by = units, hoo_rules = hoo) |>
accumulate_contexts(codes = codes,
decay.function = decay(simple_window, window_size = 7),
return.ena.set = FALSE, norm.by = NULL)
#expert model
set.exp = model(accum.exp)
#novice accum
accum.nov = contexts(nov.data, units_by = units, hoo_rules = hoo) |>
accumulate_contexts(codes = codes,
decay.function = decay(simple_window, window_size = 7),
return.ena.set = FALSE, norm.by = NULL)
#novice model
set.nov = model(accum.nov)
# projecting novice data into expert space
set = model(accum.nov, rotation.set = set.exp$rotation)
plot.ena.ordered.set(set, title = "novice data into expert space") |>
units(
points = set$points,
show_mean = TRUE, show_points = TRUE, with_ci = TRUE) |>
edges(
weights = set$line.weights) |>
nodes(
self_connection_color = "red",
node_size_multiplier = 0.6) 18.5 Discussion
In this chapter, we introduced two techniques, ENA and ONA, for quantifying, visualizing, and interpreting networks using coded data. Through the use of a demonstration dataset that documents collaborative discourse among students collaborating to solve an engineering design problem, we provided step-by-step instructions on how to model complex, collaborative thinking using ENA and ONA in R. The chapter combines theoretical explanations with tutorials, intended to be of aid to researchers with varying degrees of familiarity with network analysis techniques and R. This chapter mainly showcased the standard and most common use of these two tools. The ENA and ONA R packages, akin to other R packages, offer flexibility to researchers to tailor their analyses to their specific needs. For example, users with advanced R knowledge can supply their own adjacency matrices and use ENA or ONA solely as a visualization tool rather than an integrated modeling and visualization tool.
Due to the technical and practical focus of this chapter, we omitted detailed explanations of the theoretical, methodological, and mathematical foundations of ENA and ONA that are crucial for informed, theory-based learning analytics research using these techniques. Consult the Further Reading section for papers that explain these aspects of ENA and ONA in greater detail.
18.6 Further reading
Arastoopour Irgens, G., & Eagan, B. (2022, October). The Foundations and Fundamentals of Quantitative Ethnography. In International Conference on Quantitative Ethnography (pp. 3-16). Cham: Springer Nature Switzerland.
Bowman, D., Swiecki, Z., Cai, Z., Wang, Y., Eagan, B., Linderoth, J., & Shaffer, D. W. (2021). The mathematical foundations of epistemic network analysis. In Advances in Quantitative Ethnography: Second International Conference, ICQE 2020, Malibu, CA, USA, February 1-3, 2021, Proceedings 2 (pp. 91-105). Springer International Publishing.
Brohinsky J., Marquart C., Wang J., Ruis A.R., & Shaffer D.W. (2021). Trajectories in epistemic network analysis. In Ruis, A.R. & Lee, S.B. (Eds.), Advances in Quantitative Ethnography: Second International Conference, ICQE 2020, Malibu, CA, USA, February 1-3, 2021, Proceedings (pp. 106-121). Springer.
Gasevic, D., Greiff, S., & Shaffer, D. W. (2022). Towards strengthening links between learning analytics and assessment: Challenges and potentials of a promising new bond. Computers in Human Behavior, 1–7.
Ruis, A. R. , Tan, Y., Brohinsky, J., Yang, Y., Cai, Z., and Shaffer, D. W. (2023). Thick Description of Thin Data: Modeling Socio-Environmental Problem-Solving Trajectories in Localized Land-Use Simulations (in press)
Shaffer, D. W. (2017). Quantitative ethnography. Cathcart Press.
Shaffer, D. W. (2018). Epistemic network analysis: Understanding learning by using big data for thick description. Fischer, F., Hmelo-Silver, C. E., Goldman, S. R., & Reimann, P. (Eds.) International Handbook of the Learning Sciences (pp. 520-531). New York: Routledge.
Shaffer, D. W. (2018). Big data for thick description of deep learning. In K. Millis, D. Long, J. Magliano, and K. Weimer (Eds.), Deep learning: Multi-disciplinary approaches (pp. 262-275). NY, NY: Routledge.
Shaffer, D. W., Eagan, B., Knowles, M., Porter, C., & Cai, Z. (2022). Zero re-centered projection: An alternative proposal for modeling empty networks in ENA. In B. Wasson & S. Zörgő (Eds.), Advances in Quantitative Ethnography: Third International Conference, ICQE 2021, Virtual Event, November 6–11, 2021, Proceedings (pp. 66–79). Springer.
Shaffer, D. W., & Ruis, A. R. (2022, October). Is QE Just ENA?. In International Conference on Quantitative Ethnography (pp. 71-86). Cham: Springer Nature Switzerland.
Swiecki, Z., Lian, Z., Ruis, A. R., & Shaffer, D. W. (2019). Does order matter? Investigating sequential and cotemporal models of collaboration. In Lund, K. Niccolai, G., Lavoué, E., Hmelo-Silver, C., Gwon, G. & Baker, M. (Eds.) A Wide Lens: Combining Embodied, Enactive, Extended, and Embedded Learning in Collaborative Settings: 13th International Conference on Computer Supported Collaborative Learning (CSCL), I (pp.112-119).
Tan, Y., Hinojosa, C., Marquart, C., Ruis, A., & Shaffer, D. W. (2022). Epistemic network analysis visualization. In B. Wasson & S. Zörgő (Eds.), Advances in Quantitative Ethnography Third International Conference, ICQE 2021, Virtual Event, November 6–11, 2021, Proceedings (pp. 129–143). Springer.
Tan, Y., Ruis, A.R., Marquart C., Cai, Z., Knowles, M., & Shaffer, D.W. (2022). Ordered network analysis. In 2022 International Conference on Quantitative Ethnography.
Wang Y., Swiecki Z., Ruis A.R., & Shaffer D. W. (2021). Simplification of epistemic networks using parsimonious removal with interpretive alignment. In Ruis, A.R. & Lee, S.B. (Eds.), Advances in Quantitative Ethnography: Second International Conference, ICQE 2020, Malibu, CA, USA, February 1-3, 2021, Proceedings (pp. 137-151). Springer.
Wang, Y., Ruis, A.R., Shaffer, D.W. (2023). Modeling Collaborative Discourse with ENA Using a Probabilistic Function. In: Damşa, C., Barany, A. (eds) Advances in Quantitative Ethnography. ICQE 2022. Communications in Computer and Information Science, vol 1785. Springer, Cham. https://doi-org.ezproxy.library.wisc.edu/10.1007/978-3-031-31726-2_10
18.7 References
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Arastoopour, G., & Shaffer, D. W. (2015). Epistemography and professional CSCL environment design. Paper presented at the International Conference on Computer Supported Collaborative Learning. Gothenberg, Sweden.
Arastoopour, G., Shaffer, D. W., Swiecki, Z., Ruis, A. R., & Chesler, N. C. (2016). Teaching and assessing engineering design thinking with virtual internships and epistemic network analysis. International Journal of Engineering Education, 32(3B), 1492–1501.
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Phillips, M., Trevisan, O., Carli, M., Mannix, T., Gargiso, R., Gabelli, L., & Lippiello, S. (2023, March). Uncovering patterns and (dis) similarities of pre-service teachers through Epistemic Network Analysis. In Society for Information Technology & Teacher Education International Conference (pp. 1021-1030). Association for the Advancement of Computing in Education (AACE).
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Ruis, A. R., Rosser, A. A., Quandt-Walle, C., Nathwani, J. N., Shaffer, D. W., & Pugh, C. M. (2018). The hands and head of a surgeon: modeling operative competency with multimodal epistemic network analysis. American Journal of Surgery, 216(5), 835-840.
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